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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.
NUSAP1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
61.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
60.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
59.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
53.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
48.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
46.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
45.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
45.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
45.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
42.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
42.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
40.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
40.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
39.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
39.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
38.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
38.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
37.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
37.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
37.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
37.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
36.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
36.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
35.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
35.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
35.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
34.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
34.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
34.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
33.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
33.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
33.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
33.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
33.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
32.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
32.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
32.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
31.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
31.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
31.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
30.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
30.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
30.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
29.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
28.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
27.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
27.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
25.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
25.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
24.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
24.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
23.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
22.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
20.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
17.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
17.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
13.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
12.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
11.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
11.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
4.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
4.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
NUSAP1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.4
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
87.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
83.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
77.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
75.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
75.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
74.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
68.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
66.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
65.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
64.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
64.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
64.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
63.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
63.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
62.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
62.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
61.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
60.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
58.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
56.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
56.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
56.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
56.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
54.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
54.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
54.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
53.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
53.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
52.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
50.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
50.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
49.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
49.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
48.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
48.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
48.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
48.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
47.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
47.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
46.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
46.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
46.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
46.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
46.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
46.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
46.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
45.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
44.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
44.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
44.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
44.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
44.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
44.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
44.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
44.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
44.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
44.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
43.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
43.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
42.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
42.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
42.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
42.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
42.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
42.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
41.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
40.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
40.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
40.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
40.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
40.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
40.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
40.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
39.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
39.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
39.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
39.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
39.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
39.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
38.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
38.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
38.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
38.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
38.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
37.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
37.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
37.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
37.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
36.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
35.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
35.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
35.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
35.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
34.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
34.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
33.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
33.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
33.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
33.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
33.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
32.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
31.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
31.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
31.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
30.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
29.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
29.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
29.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
29.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
29.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
28.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
28.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
28.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
28.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
28.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
27.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
27.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
26.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
26.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
25.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
25.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
25.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
24.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
23.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
21.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
21.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
21.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
8.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
7.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
7.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
6.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
6.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
4.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
4.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
4.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
4.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
4.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
3.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
2.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
1.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
1.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NUSAP1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
48.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
47.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
45.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
44.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
44.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
42.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
41.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
40.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
38.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
37.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
37.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
37.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
35.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
34.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
33.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
32.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
30.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
30.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
29.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
28.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
26.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
23.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
21.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
20.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
11.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.9
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.
NUSAP1 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
21.3
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
99.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
70.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
55.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
53.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
52.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
51.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
51.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
49.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
48.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
47.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
46.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
44.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
44.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
42.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
42.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
41.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
41.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
41.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
40.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
39.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
35.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
33.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
31.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
29.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
29.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
27.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
27.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
21.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
7.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
4.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
3.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
3.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
2.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
2.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
2.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
1.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
1.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
0.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
0.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
1.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
1.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.9
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.9
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.9
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.8
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.7
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.7
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.6
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.6
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.6
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.6
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-1.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
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
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
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
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
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
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
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
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
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
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
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_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
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_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
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_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
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_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
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
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
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_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
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
