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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.
JAG1 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
21.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
61.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
59.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
53.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
50.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
48.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
48.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
47.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
47.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
46.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
46.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
45.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
44.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
42.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
41.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
40.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
40.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
39.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
38.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
37.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
37.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
37.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
37.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
36.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
36.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
36.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
36.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
36.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
34.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
33.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
33.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
32.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
31.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
29.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
29.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
29.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
29.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
28.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
28.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
28.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
27.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
26.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
26.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
23.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
23.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
21.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
20.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
19.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
17.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
15.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
14.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
13.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
7.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
JAG1 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
32.6
Number of samples
486
Samples
Sample
Description
TPM
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
107.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
90.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
89.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
89.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
82.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
78.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
78.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
77.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
74.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
74.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
71.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
70.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
70.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
69.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
69.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
68.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
68.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
65.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
65.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
65.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
65.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
63.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
63.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
63.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
62.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
62.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
61.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
61.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
60.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
59.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
58.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
58.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
58.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
58.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
58.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
57.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
57.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
56.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
56.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
56.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
55.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
54.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
54.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
54.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
54.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
54.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
53.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
53.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
53.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
53.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
53.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
53.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
52.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
52.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
51.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
51.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
50.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
50.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
49.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
49.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
49.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
48.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
48.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
47.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
47.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
46.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
46.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
46.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
46.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
46.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
46.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
46.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
45.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
45.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
45.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
45.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
45.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
45.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
44.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
44.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
44.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
44.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
44.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
44.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
44.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
43.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
43.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
43.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
43.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
43.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
43.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
43.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
43.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
42.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
42.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
42.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
42.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
42.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
42.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
42.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
42.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
41.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
41.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
41.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
41.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
41.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
41.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
41.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
41.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
40.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
40.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
40.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
40.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
40.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
40.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
40.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
39.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
39.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
39.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
39.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
39.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
39.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
39.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
39.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
38.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
38.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
38.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
38.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
38.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
38.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
38.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
38.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
38.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
38.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
37.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
37.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
37.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
37.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
37.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
37.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
37.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
36.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
36.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
36.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
36.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
36.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
36.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
36.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
36.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
36.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
35.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
35.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
35.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
35.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
35.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
35.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
35.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
34.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
34.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
34.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
34.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
34.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
33.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
33.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
33.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
33.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
32.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
31.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
31.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
31.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
30.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
30.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
30.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
30.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
29.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
29.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
29.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
29.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
29.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
28.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
28.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
28.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
28.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
27.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
26.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
25.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
23.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
23.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
23.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
22.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
19.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
13.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.8
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
JAG1 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
19.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
56.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
53.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
47.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
46.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
41.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
41.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
39.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
39.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
39.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
33.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
33.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
32.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
30.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
29.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
28.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
26.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
22.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
21.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
16.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
12.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
JAG1 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
30.4
Number of samples
207
Samples
Sample
Description
TPM
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
90.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
82.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
78.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
73.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
70.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
70.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
66.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
62.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
61.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
61.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
58.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
57.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
57.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
55.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
54.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
54.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
54.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
54.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
50.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
50.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
50.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
49.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
49.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
49.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
49.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
49.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
48.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
48.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
46.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
45.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
43.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
43.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
43.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
42.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
42.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
41.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
41.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
41.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
40.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
40.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
40.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
39.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
39.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
38.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
38.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
37.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
37.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
35.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
34.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
34.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
34.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
34.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
34.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
34.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
32.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
31.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
31.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
29.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
29.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
28.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
28.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
27.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
25.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
25.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
25.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
24.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
24.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
24.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
23.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
2.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
1.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.9
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.8
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.8
43192517-085e-450e-9481-0a6713_D3
Tumor
0.8
82157a70-12f1-4913-b548-d98881_D2
Normal
0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.6
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.6
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.8
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.8
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.8
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.8
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.9
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-1.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
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
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
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
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
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
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_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
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_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
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
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
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
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
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
