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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.
ODF2 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
20.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
49.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
43.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
42.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
41.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
39.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
39.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
38.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
37.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
36.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
35.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
35.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
34.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
32.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
32.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
32.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
31.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
30.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
30.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
30.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
28.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
28.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
27.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
21.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
21.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
20.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
19.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
18.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
17.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
17.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
16.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
14.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
13.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
ODF2 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
27.5
Number of samples
486
Samples
Sample
Description
TPM
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
64.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
57.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
54.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
52.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
50.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
49.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
48.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
48.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
48.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
48.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
47.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
47.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
46.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
45.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
44.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
44.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
44.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
43.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
43.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
43.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
43.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
42.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
41.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
41.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
41.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
40.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
40.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
40.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
39.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
39.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
39.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
38.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
38.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
38.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
38.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
38.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
38.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
37.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
37.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
37.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
36.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
36.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
36.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
35.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
35.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
35.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
35.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
34.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
34.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
34.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
34.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
34.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
33.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
33.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
33.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
33.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
33.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
32.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
32.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
32.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
31.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
31.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
30.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
30.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
29.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
29.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
28.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
28.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
28.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
28.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
28.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
28.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
27.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
25.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
24.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
24.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
24.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
24.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
22.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
22.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
22.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
21.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
21.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
20.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
18.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ODF2 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
38.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
36.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
35.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
34.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
34.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
31.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
30.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
28.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
25.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
24.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
24.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
22.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
19.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
15.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
ODF2 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
27.7
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
52.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
50.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
49.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
48.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
47.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
46.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
46.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
45.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
43.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
42.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
42.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
42.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
41.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
40.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
39.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
39.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
39.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
38.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
38.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
38.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
38.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
38.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
37.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
37.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
37.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
37.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
36.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
35.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
35.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
33.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
32.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
32.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
31.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
31.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
30.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
30.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
29.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
28.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
28.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
28.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
28.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
27.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
27.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
27.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
26.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
26.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
26.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
25.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
25.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
22.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
22.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
22.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
20.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.8
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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
