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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.
TTC3 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
19.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
92.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
91.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
77.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
71.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
57.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
51.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
50.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
49.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
47.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
43.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
43.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
41.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
40.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
40.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
39.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
39.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
39.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
39.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
37.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
36.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
35.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
34.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
33.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
32.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
32.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
30.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
30.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
30.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
29.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
27.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
26.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
26.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
25.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
24.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
22.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
20.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
19.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
18.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
16.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
15.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
15.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
11.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
6.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
5.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
4.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
3.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
TTC3 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
53.5
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
119.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
109.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
105.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
104.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
96.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
92.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
91.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
90.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
89.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
87.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
87.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
85.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
82.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
82.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
80.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
80.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
80.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
80.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
80.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
80.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
79.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
79.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
78.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
78.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
78.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
77.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
76.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
76.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
75.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
75.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
75.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
75.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
74.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
74.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
74.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
74.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
74.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
74.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
74.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
73.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
73.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
73.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
73.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
72.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
72.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
72.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
72.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
72.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
71.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
71.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
71.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
71.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
71.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
70.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
70.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
70.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
70.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
70.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
70.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
70.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
69.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
69.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
69.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
69.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
69.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
69.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
69.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
69.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
68.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
68.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
68.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
68.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
68.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
68.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
68.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
67.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
67.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
67.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
67.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
67.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
67.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
67.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
67.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
67.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
67.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
66.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
66.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
66.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
66.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
66.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
65.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
65.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
65.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
65.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
65.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
65.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
65.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
65.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
65.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
65.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
65.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
65.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
64.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
64.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
64.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
64.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
64.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
64.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
64.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
64.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
63.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
63.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
63.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
63.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
63.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
62.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
62.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
62.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
62.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
62.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
62.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
62.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
62.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
62.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
62.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
62.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
61.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
61.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
61.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
61.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
61.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
61.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
61.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
61.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
60.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
60.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
60.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
60.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
60.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
60.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
60.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
60.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
60.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
60.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
60.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
60.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
59.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
59.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
59.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
59.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
59.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
59.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
59.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
59.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
59.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
59.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
59.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
59.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
59.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
58.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
58.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
58.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
58.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
58.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
58.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
58.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
58.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
57.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
57.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
57.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
57.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
57.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
57.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
57.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
57.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
57.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
57.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
57.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
57.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
57.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
57.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
57.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
57.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
57.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
57.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
57.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
57.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
56.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
56.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
56.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
56.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
56.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
56.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
56.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
56.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
56.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
56.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
56.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
56.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
56.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
55.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
55.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
55.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
55.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
55.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
55.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
55.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
55.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
55.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
55.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
55.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
54.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
54.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
54.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
54.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
54.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
54.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
54.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
54.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
54.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
54.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
54.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
54.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
53.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
53.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
53.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
53.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
53.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
53.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
53.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
53.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
53.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
53.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
53.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
53.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
52.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
52.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
52.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
52.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
52.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
52.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
52.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
52.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
52.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
52.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
52.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
52.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
51.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
51.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
51.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
51.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
51.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
51.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
51.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
51.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
51.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
51.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
51.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
51.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
51.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
51.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
51.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
50.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
50.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
50.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
50.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
50.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
50.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
50.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
50.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
50.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
50.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
50.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
50.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
49.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
49.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
49.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
49.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
49.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
49.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
48.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
48.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
48.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
48.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
48.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
48.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
48.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
48.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
48.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
48.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
48.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
48.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
48.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
48.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
48.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
48.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
47.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
47.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
47.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
47.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
47.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
47.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
47.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
47.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
47.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
47.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
47.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
47.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
47.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
47.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
47.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
47.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
47.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
47.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
47.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
46.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
46.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
46.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
46.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
46.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
46.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
46.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
46.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
46.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
46.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
46.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
46.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
45.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
45.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
45.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
45.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
45.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
45.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
45.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
45.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
45.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
45.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
45.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
45.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
45.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
45.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
45.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
44.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
44.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
44.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
44.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
44.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
44.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
44.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
44.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
44.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
44.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
44.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
44.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
44.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
44.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
44.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
44.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
44.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
43.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
43.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
43.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
43.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
43.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
43.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
43.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
43.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
43.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
43.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
43.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
43.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
43.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
43.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
43.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
43.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
43.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
43.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
42.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
42.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
42.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
42.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
42.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
42.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
42.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
41.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
41.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
41.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
41.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
41.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
41.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
41.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
41.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
41.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
41.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
41.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
40.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
40.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
40.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
40.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
40.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
40.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
40.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
40.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
40.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
39.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
39.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
39.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
39.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
39.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
39.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
39.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
39.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
38.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
38.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
38.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
38.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
38.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
38.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
37.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
36.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
36.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
36.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
36.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
35.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
35.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
35.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
35.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
34.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
34.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
34.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
34.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
33.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
31.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
31.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
30.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
30.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
30.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
29.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
28.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
27.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
27.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
23.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.2
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.
TTC3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
37.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
36.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
34.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
33.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
30.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
29.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
7.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
2.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TTC3 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
52.4
Number of samples
207
Samples
Sample
Description
TPM
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
89.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
88.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
82.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
82.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
80.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
79.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
79.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
77.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
77.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
76.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
76.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
75.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
75.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
75.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
74.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
74.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
73.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
73.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
72.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
72.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
72.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
71.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
70.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
70.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
70.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
69.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
69.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
68.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
68.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
68.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
67.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
67.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
66.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
65.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
65.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
65.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
64.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
64.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
63.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
63.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
62.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
62.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
62.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
62.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
62.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
61.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
61.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
61.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
61.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
61.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
60.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
60.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
60.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
60.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
60.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
60.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
59.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
59.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
59.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
58.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
58.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
58.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
58.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
58.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
58.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
57.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
57.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
57.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
57.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
57.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
56.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
56.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
56.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
56.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
56.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
56.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
55.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
55.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
55.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
55.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
54.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
54.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
54.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
54.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
54.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
53.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
53.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
53.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
53.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
53.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
53.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
53.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
53.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
53.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
52.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
52.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
52.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
52.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
52.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
52.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
51.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
51.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
51.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
51.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
51.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
51.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
50.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
50.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
50.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
50.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
50.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
50.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
50.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
49.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
49.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
49.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
49.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
48.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
48.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
48.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
48.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
48.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
48.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
47.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
46.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
46.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
46.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
46.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
46.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
46.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
46.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
46.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
46.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
45.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
45.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
45.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
45.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
45.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
44.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
44.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
44.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
44.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
44.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
44.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
44.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
44.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
43.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
43.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
43.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
43.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
43.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
43.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
43.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
43.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
42.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
42.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
42.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
42.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
42.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
41.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
41.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
41.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
41.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
41.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
41.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
41.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
41.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
40.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
40.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
39.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
39.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
39.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
39.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
39.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
39.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
39.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
38.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
38.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
38.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
38.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
38.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
38.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
38.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
37.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
37.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
37.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
36.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
36.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
36.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
34.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
34.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
33.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
33.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
33.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
32.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
29.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
