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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.
CENPN is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
67.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
47.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
46.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
44.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
42.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
42.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
40.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
38.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
38.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
37.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
36.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
35.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
35.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
34.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
34.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
31.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
30.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
30.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
29.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
26.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
26.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
26.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
25.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
25.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
24.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
23.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
23.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
23.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
21.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
21.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
17.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
CENPN 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
18.5
Number of samples
486
Samples
Sample
Description
TPM
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
43.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
40.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
37.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
37.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
34.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
33.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
28.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
27.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
25.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
25.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
25.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
24.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
24.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
24.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
24.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
23.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
22.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
22.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
19.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
19.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
19.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
12.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
6.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
5.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
CENPN 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
21.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
48.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
47.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
45.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
43.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
39.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
38.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
37.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
33.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
33.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
32.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
31.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
31.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
31.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
29.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
28.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
27.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
22.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
21.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
19.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 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.
CENPN 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
15.7
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
42.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
42.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
32.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
28.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
27.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
12.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
10.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
8.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
8.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
6.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.4
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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.
The Human Protein Atlas project is funded
