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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.
NAB1 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
17.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
120.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
73.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
64.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
60.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
45.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
44.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
40.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
36.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
34.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
31.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
31.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
30.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
29.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
29.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
23.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
22.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
19.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
18.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
18.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
17.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
16.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
15.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
14.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
11.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
11.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
10.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
9.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
8.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 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.
NAB1 is potential prognostic, high expression is unfavorable 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
55.5
Number of samples
486
Samples
Sample
Description
TPM
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
217.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
173.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
159.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
142.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
139.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
136.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
129.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
128.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
128.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
127.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
119.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
117.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
114.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
111.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
110.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
108.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
105.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
101.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
100.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
100.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
100.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
97.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
96.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
96.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
95.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
95.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
94.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
94.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
94.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
93.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
93.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
93.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
93.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
92.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
91.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
91.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
90.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
87.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
87.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
87.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
87.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
85.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
84.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
84.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
83.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
83.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
83.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
83.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
83.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
83.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
82.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
81.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
81.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
81.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
81.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
80.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
80.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
79.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
79.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
78.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
78.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
78.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
78.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
77.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
77.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
77.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
77.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
76.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
76.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
76.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
76.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
75.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
75.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
75.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
74.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
74.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
74.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
73.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
73.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
72.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
72.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
71.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
71.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
71.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
71.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
70.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
70.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
70.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
70.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
70.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
70.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
70.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
70.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
70.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
70.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
70.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
69.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
69.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
69.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
69.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
68.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
68.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
68.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
67.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
67.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
67.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
67.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
66.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
66.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
66.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
66.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
66.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
65.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
65.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
65.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
65.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
65.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
65.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
65.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
64.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
64.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
64.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
64.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
64.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
63.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
63.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
63.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
63.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
63.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
62.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
62.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
62.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
62.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
62.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
62.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
62.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
62.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
62.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
62.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
61.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
61.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
61.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
61.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
61.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
61.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
60.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
60.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
60.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
59.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
59.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
59.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
59.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
59.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
59.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
59.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
59.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
59.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
59.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
59.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
58.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
58.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
58.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
58.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
58.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
58.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
58.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
58.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
57.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
57.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
57.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
57.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
57.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
57.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
57.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
57.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
57.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
57.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
57.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
56.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
56.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
56.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
56.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
56.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
56.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
55.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
55.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
55.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
55.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
55.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
55.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
55.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
55.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
54.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
54.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
54.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
54.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
54.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
54.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
54.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
54.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
54.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
54.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
53.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
53.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
53.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
53.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
53.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
53.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
53.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
53.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
53.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
53.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
52.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
52.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
52.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
52.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
52.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
52.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
52.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
52.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
52.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
51.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
51.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
51.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
51.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
51.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
51.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
51.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
51.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
51.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
51.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
51.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
51.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
50.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
50.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
50.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
50.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
50.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
50.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
50.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
50.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
50.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
49.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
49.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
49.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
49.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
49.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
49.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
48.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
48.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
48.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
48.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
48.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
48.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
48.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
48.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
48.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
48.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
48.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
48.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
48.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
48.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
48.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
48.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
48.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
48.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
48.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
47.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
47.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
47.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
47.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
47.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
47.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
47.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
47.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
47.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
47.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
47.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
47.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
47.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
47.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
47.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
47.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
47.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
47.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
46.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
46.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
46.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
46.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
46.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
46.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
46.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
46.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
46.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
45.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
45.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
45.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
45.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
45.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
45.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
45.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
45.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
45.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
45.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
45.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
45.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
45.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
45.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
45.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
45.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
45.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
44.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
44.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
44.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
44.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
44.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
44.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
44.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
44.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
44.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
44.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
44.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
44.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
44.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
44.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
43.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
43.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
43.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
43.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
43.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
43.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
43.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
43.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
43.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
43.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
43.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
43.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
43.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
43.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
43.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
43.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
42.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
42.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
42.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
42.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
42.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
42.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
42.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
42.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
42.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
42.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
41.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
41.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
41.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
41.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
41.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
41.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
41.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
41.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
41.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
41.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
41.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
41.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
41.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
41.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
40.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
40.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
40.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
40.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
40.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
40.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
40.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
39.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
39.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
39.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
39.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
39.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
39.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
39.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
39.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
39.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
39.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
39.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
39.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
39.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
38.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
38.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
38.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
38.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
38.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
38.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
38.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
38.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
38.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
38.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
37.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
37.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
37.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
37.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
37.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
37.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
37.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
37.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
37.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
37.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
36.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
36.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
36.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
36.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
36.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
36.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
36.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
36.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
35.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
35.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
35.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
35.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
34.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
34.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
34.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
34.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
34.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
34.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
33.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
33.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
33.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
32.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
32.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
32.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
32.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
32.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
32.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
31.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
31.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
31.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
31.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
30.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
29.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
29.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
27.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
27.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.8
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.
NAB1 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
17.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
47.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
39.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
36.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
34.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
30.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
29.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
27.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
23.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
12.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
11.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.4
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.
NAB1 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
49.1
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
130.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
117.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
105.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
105.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
100.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
98.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
97.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
94.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
88.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
86.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
85.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
84.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
82.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
81.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
81.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
80.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
79.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
74.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
72.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
71.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
70.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
69.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
67.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
66.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
65.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
65.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
64.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
63.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
61.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
61.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
61.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
61.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
60.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
60.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
59.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
59.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
59.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
59.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
58.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
58.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
57.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
57.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
57.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
57.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
57.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
57.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
57.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
56.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
56.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
56.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
56.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
55.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
55.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
55.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
55.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
55.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
55.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
54.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
54.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
53.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
53.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
53.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
52.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
52.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
52.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
51.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
51.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
51.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
51.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
51.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
51.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
51.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
50.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
50.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
50.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
50.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
50.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
50.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
50.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
49.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
49.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
49.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
49.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
48.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
48.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
48.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
47.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
47.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
47.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
47.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
47.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
47.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
47.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
47.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
46.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
46.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
46.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
45.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
45.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
45.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
45.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
45.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
45.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
45.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
45.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
44.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
44.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
44.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
44.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
44.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
44.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
43.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
43.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
43.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
43.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
43.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
43.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
43.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
42.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
42.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
42.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
42.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
42.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
42.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
41.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
41.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
41.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
41.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
41.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
40.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
40.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
40.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
40.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
40.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
40.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
40.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
40.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
40.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
40.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
40.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
40.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
39.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
39.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
39.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
39.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
39.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
39.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
39.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
38.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
38.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
38.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
38.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
38.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
38.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
38.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
37.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
37.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
37.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
37.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
36.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
36.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
36.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
36.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
35.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
35.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
35.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
35.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
35.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
35.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
35.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
34.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
34.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
34.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
34.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
33.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
33.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
33.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
32.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
32.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
32.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
30.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
30.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.5
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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
