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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.
NECTIN1 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
23.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
80.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
74.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
73.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
68.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
66.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
66.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
65.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
59.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
58.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
55.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
53.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
52.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
51.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
49.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
49.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
48.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
47.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
47.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
46.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
45.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
45.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
45.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
45.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
44.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
44.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
44.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
42.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
42.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
42.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
40.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
40.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
39.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
39.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
39.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
39.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
38.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
38.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
37.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
37.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
36.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
36.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
35.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
35.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
34.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
33.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
32.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
32.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
32.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
31.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
31.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
31.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
31.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
30.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
30.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
27.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
27.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
27.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
26.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
25.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
24.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
23.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
22.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
20.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
19.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
17.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
16.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
16.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
15.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
15.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
14.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
13.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
13.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
13.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
10.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
9.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
NECTIN1 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
37.2
Number of samples
486
Samples
Sample
Description
TPM
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
145.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
132.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
115.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
110.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
107.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
102.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
101.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
100.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
97.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
94.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
93.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
92.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
92.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
90.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
87.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
87.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
79.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
79.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
78.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
78.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
77.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
77.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
77.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
76.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
76.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
75.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
75.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
75.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
73.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
73.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
73.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
72.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
71.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
71.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
70.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
70.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
69.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
69.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
69.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
68.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
67.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
67.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
66.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
66.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
66.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
66.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
65.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
65.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
65.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
65.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
65.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
65.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
64.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
64.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
62.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
61.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
61.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
61.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
61.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
60.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
60.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
60.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
60.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
59.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
59.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
59.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
59.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
59.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
58.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
58.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
57.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
57.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
57.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
57.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
57.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
56.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
56.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
55.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
55.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
55.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
54.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
54.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
54.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
54.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
53.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
53.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
53.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
53.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
53.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
53.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
52.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
52.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
51.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
51.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
51.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
51.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
51.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
50.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
50.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
50.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
50.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
49.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
49.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
49.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
48.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
48.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
48.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
48.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
48.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
48.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
48.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
47.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
47.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
47.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
47.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
46.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
46.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
46.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
46.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
46.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
46.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
46.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
46.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
46.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
46.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
46.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
46.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
46.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
45.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
45.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
45.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
45.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
45.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
45.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
45.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
44.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
44.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
44.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
44.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
44.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
44.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
44.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
43.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
43.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
43.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
43.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
42.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
42.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
42.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
42.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
42.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
42.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
42.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
41.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
41.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
41.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
41.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
41.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
41.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
41.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
41.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
40.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
40.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
40.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
40.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
40.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
39.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
39.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
39.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
38.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
38.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
38.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
38.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
37.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
37.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
37.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
37.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
37.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
37.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
37.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
36.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
36.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
36.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
36.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
36.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
36.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
36.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
35.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
35.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
35.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
35.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
35.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
35.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
34.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
34.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
34.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
34.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
34.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
34.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
34.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
34.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
33.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
33.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
32.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
32.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
32.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
32.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
32.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
32.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
31.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
31.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
31.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
31.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
30.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
30.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
30.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
29.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
29.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
29.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
28.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
28.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
28.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
27.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
27.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
26.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
25.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
24.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
20.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
19.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
19.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
18.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
18.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
18.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
15.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
NECTIN1 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
22.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
90.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
51.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
48.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
47.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
44.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
42.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
40.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
40.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
38.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
34.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
34.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
33.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
33.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
33.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
32.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
31.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
31.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
30.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
15.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
11.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
11.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
NECTIN1 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
37.2
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
153.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
115.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
111.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
108.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
90.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
88.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
84.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
82.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
80.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
79.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
73.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
69.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
69.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
69.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
68.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
68.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
67.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
65.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
64.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
62.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
61.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
58.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
58.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
57.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
57.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
56.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
56.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
56.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
56.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
55.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
55.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
54.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
53.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
52.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
51.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
51.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
50.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
50.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
50.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
49.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
49.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
49.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
48.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
48.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
47.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
47.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
47.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
47.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
46.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
46.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
44.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
43.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
43.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
43.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
43.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
43.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
42.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
42.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
41.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
41.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
41.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
40.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
40.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
40.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
40.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
40.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
40.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
40.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
39.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
39.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
38.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
38.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
38.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
38.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
38.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
37.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
37.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
36.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
36.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
35.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
35.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
35.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
35.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
34.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
34.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
34.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
33.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
33.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
32.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
32.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
31.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
31.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
30.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
30.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
30.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
29.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
29.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
28.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
27.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
24.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
22.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
19.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
19.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
19.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
18.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.9
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.9
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-1.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
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
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
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
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
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
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
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
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
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
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
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
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
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
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
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
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
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
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_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
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
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
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
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
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
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
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
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
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
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
