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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DTX4 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
16.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
35.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
33.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
29.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
27.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
19.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
19.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
18.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
15.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
14.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
11.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
10.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
7.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
DTX4 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.5
Number of samples
486
Samples
Sample
Description
TPM
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
58.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
55.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
53.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
52.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
51.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
50.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
50.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
49.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
48.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
48.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
48.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
47.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
47.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
47.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
47.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
47.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
46.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
46.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
45.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
45.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
45.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
45.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
45.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
44.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
44.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
43.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
43.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
43.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
43.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
43.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
43.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
42.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
42.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
42.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
42.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
42.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
42.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
41.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
41.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
41.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
41.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
41.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
40.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
40.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
40.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
40.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
39.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
39.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
39.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
38.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
38.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
38.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
38.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
38.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
38.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
38.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
38.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
37.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
37.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
37.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
37.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
37.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
37.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
37.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
37.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
36.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
36.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
35.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
35.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
35.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
35.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
35.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
35.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
35.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
35.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
35.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
34.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
34.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
34.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
34.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
34.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
34.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
33.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
33.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
32.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
32.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
32.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
32.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
31.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
31.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
31.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
31.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
31.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
31.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
31.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
31.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
30.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
30.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
30.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
30.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
29.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
29.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
29.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
29.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
28.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
28.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
28.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
26.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
26.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
25.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
24.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
22.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
21.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
19.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
5.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
5.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
DTX4 is potential prognostic, high expression is favorable 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
16.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
15.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
DTX4 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
26.6
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
55.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
48.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
45.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
44.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
41.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
40.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
39.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
38.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
38.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
38.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
37.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
37.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
37.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
37.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
35.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
35.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
35.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
34.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
34.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
34.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
34.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
34.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
33.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
33.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
33.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
33.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
32.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
32.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
32.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
31.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
30.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
30.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
30.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
29.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
29.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
28.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
28.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
28.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
27.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
27.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
26.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
25.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
24.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
24.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
24.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
21.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
18.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
15.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
15.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
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
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_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
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
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
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_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
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_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
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
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
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
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
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_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
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
