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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.
CCNB2 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
34.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
101.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
93.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
82.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
75.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
72.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
71.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
69.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
68.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
66.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
66.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
66.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
62.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
62.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
61.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
60.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
60.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
57.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
57.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
57.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
56.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
55.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
55.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
54.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
53.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
53.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
52.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
52.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
52.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
52.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
52.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
52.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
51.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
51.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
50.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
50.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
50.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
49.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
49.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
49.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
48.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
48.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
48.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
48.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
48.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
48.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
47.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
47.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
47.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
47.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
47.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
47.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
47.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
46.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
46.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
45.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
45.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
45.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
45.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
45.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
44.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
44.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
44.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
44.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
44.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
43.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
43.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
42.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
42.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
42.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
42.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
41.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
41.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
41.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
41.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
40.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
40.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
40.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
40.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
39.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
39.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
39.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
39.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
39.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
39.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
39.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
39.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
39.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
38.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
38.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
38.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
38.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
37.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
37.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
37.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
37.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
36.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
36.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
36.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
36.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
36.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
36.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
35.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
35.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
35.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
35.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
35.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
34.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
34.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
34.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
34.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
33.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
33.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
33.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
33.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
33.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
33.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
33.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
33.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
32.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
32.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
32.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
31.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
31.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
31.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
31.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
31.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
30.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
30.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
30.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
30.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
30.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
29.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
28.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
28.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
28.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
27.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
27.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
27.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
27.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
27.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
26.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
26.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
24.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
24.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
23.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
18.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
16.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
14.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 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.
CCNB2 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
30.5
Number of samples
486
Samples
Sample
Description
TPM
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
105.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
81.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
72.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
68.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
64.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
63.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
62.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
62.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
62.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
60.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
60.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
59.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
59.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
58.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
57.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
57.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
56.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
55.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
55.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
54.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
54.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
54.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
54.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
52.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
52.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
52.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
51.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
51.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
51.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
50.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
50.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
50.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
50.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
50.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
49.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
49.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
49.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
49.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
49.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
48.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
48.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
48.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
48.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
48.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
47.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
47.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
47.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
47.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
47.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
47.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
47.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
46.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
46.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
46.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
46.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
45.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
45.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
45.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
45.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
45.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
45.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
44.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
44.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
44.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
44.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
44.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
44.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
44.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
44.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
43.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
43.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
43.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
43.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
43.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
43.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
42.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
42.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
42.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
42.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
42.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
42.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
42.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
42.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
41.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
41.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
41.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
41.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
41.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
41.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
41.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
41.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
41.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
40.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
40.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
40.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
40.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
40.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
40.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
40.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
40.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
39.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
39.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
39.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
39.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
39.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
39.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
39.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
39.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
38.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
38.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
38.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
38.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
38.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
38.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
37.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
37.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
37.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
36.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
36.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
36.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
36.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
36.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
35.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
35.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
35.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
35.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
35.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
35.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
35.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
34.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
34.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
34.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
34.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
33.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
33.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
33.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
33.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
32.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
32.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
31.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
31.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
31.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
31.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
31.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
30.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
30.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
29.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
29.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
29.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
28.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
27.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
25.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
24.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
20.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
19.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
18.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
17.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
15.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
CCNB2 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
33.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
79.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
76.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
74.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
72.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
69.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
67.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
66.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
65.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
65.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
63.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
63.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
53.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
53.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
51.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
50.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
48.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
48.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
46.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
46.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
45.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
44.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
43.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
40.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
40.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
40.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
40.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
40.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
40.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
39.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
35.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
35.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
35.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
35.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
33.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
33.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
32.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
29.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
28.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
28.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
26.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
25.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
22.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 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.
CCNB2 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
24.4
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
87.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
76.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
64.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
63.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
62.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
58.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
57.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
52.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
49.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
49.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
48.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
48.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
48.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
45.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
44.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
43.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
42.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
42.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
40.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
40.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
40.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
39.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
38.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
36.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
35.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
35.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
34.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
30.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
26.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
24.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
23.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
22.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
5.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
4.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
3.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.1
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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
