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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.
CDCA8 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
23.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
59.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
49.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
46.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
45.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
45.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
43.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
42.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
42.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
42.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
42.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
41.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
41.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
40.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
39.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
38.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
38.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
38.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
38.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
37.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
37.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
37.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
36.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
36.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
36.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
36.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
36.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
35.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
34.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
34.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
34.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
34.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
33.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
33.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
33.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
33.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
33.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
33.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
32.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
32.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
32.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
32.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
32.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
31.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
30.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
29.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
29.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
28.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
28.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
26.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
26.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
26.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
25.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
25.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
25.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
24.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
23.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
22.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
20.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
19.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
19.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
18.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
17.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
12.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
7.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
CDCA8 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
20.7
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
78.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
59.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
50.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
48.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
45.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
44.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
44.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
42.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
41.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
41.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
40.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
39.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
39.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
38.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
37.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
35.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
34.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
33.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
33.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
31.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
31.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
29.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
28.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
28.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
27.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
27.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
26.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
26.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
26.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
25.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
23.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
21.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
21.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
20.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
19.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
18.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
8.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
5.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CDCA8 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
22.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
60.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
52.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
49.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
46.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
44.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
41.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
40.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
40.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
39.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
36.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
35.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
34.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
33.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
33.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
28.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
24.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
24.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
21.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
15.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
7.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
CDCA8 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
17.6
Number of samples
207
Samples
Sample
Description
TPM
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
80.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
63.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
44.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
43.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
37.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
37.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
34.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
34.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
34.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
29.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
27.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
27.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
25.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
21.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
21.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
4.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
4.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
3.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
3.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.2
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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
