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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.
N4BP2L2 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
20.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
77.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
66.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
64.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
53.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
52.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
52.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
51.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
50.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
48.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
44.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
39.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
39.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
38.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
37.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
36.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
36.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
35.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
33.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
32.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
31.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
31.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
31.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
30.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
30.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
30.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
29.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
27.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
26.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
26.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
22.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
21.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
20.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
15.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
13.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
13.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
11.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
N4BP2L2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
28.2
Number of samples
486
Samples
Sample
Description
TPM
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
120.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
80.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
80.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
76.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
71.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
68.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
68.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
67.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
60.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
58.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
55.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
55.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
54.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
53.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
51.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
51.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
51.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
50.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
49.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
48.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
48.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
48.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
47.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
46.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
46.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
46.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
45.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
45.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
45.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
45.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
45.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
44.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
43.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
43.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
43.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
42.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
42.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
42.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
42.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
42.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
42.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
41.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
40.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
40.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
40.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
40.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
40.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
40.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
40.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
40.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
40.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
39.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
39.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
39.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
39.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
38.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
38.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
38.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
38.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
38.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
37.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
37.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
37.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
37.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
37.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
37.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
36.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
36.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
36.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
36.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
36.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
36.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
35.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
35.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
35.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
35.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
35.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
35.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
35.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
35.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
34.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
34.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
34.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
34.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
33.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
33.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
33.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
33.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
32.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
32.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
32.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
32.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
32.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
32.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
32.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
32.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
31.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
31.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
31.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
30.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
29.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
29.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
29.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
29.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
28.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
28.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
27.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
27.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
27.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
26.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
26.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
26.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
25.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
25.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
25.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
25.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
23.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
23.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
22.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
22.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
21.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
18.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
17.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
N4BP2L2 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
23.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
58.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
52.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
52.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
43.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
42.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
41.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
40.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
40.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
39.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
38.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
35.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
34.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
31.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
30.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
30.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
29.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
26.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
25.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
23.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
23.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
21.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.7
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
17.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
13.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
N4BP2L2 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
28.8
Number of samples
207
Samples
Sample
Description
TPM
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
69.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
62.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
62.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
53.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
52.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
52.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
48.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
47.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
46.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
46.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
45.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
45.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
43.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
43.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
43.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
42.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
41.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
41.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
41.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
40.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
40.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
39.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
39.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
39.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
39.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
39.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
38.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
38.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
38.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
38.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
38.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
38.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
37.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
37.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
37.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
35.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
35.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
35.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
34.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
34.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
34.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
34.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
33.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
33.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
33.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
32.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
32.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
32.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
31.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
31.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
31.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
31.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
31.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
31.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
30.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
30.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
30.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
30.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
28.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
27.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
26.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
22.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
21.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
20.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
