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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.
SUSD6 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
15.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
48.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
48.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
41.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
39.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
38.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
36.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
33.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
31.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
30.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
28.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
27.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
22.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
19.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
19.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
19.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
15.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
12.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
9.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
7.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
6.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
5.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
4.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
SUSD6 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
30.5
Number of samples
486
Samples
Sample
Description
TPM
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
63.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
59.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
57.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
56.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
55.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
54.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
53.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
52.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
52.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
51.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
51.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
50.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
50.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
50.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
48.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
48.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
48.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
48.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
48.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
47.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
47.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
47.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
47.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
46.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
46.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
45.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
45.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
45.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
45.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
44.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
44.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
44.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
44.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
44.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
44.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
43.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
43.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
43.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
43.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
43.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
42.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
42.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
42.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
42.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
41.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
41.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
41.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
41.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
41.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
41.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
40.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
40.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
40.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
40.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
40.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
39.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
39.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
39.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
39.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
38.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
38.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
38.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
38.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
38.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
38.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
38.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
38.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
38.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
38.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
38.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
37.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
37.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
37.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
37.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
37.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
37.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
37.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
37.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
37.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
37.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
37.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
37.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
37.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
36.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
36.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
36.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
36.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
36.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
36.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
36.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
36.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
36.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
36.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
36.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
36.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
35.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
35.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
35.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
35.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
35.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
34.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
34.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
34.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
34.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
34.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
34.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
34.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
34.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
34.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
33.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
33.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
33.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
33.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
32.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
32.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
32.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
32.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
32.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
32.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
31.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
31.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
31.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
31.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
30.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
30.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
30.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
30.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
30.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
30.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
29.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
29.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
29.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
29.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
29.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
28.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
28.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
28.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
27.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
27.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
27.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
27.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
27.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
26.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
26.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
26.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.1
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
23.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
23.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
23.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
21.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
20.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
SUSD6 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
14.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
36.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
23.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
20.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
16.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
15.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
10.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
10.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
9.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
8.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.3
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.
SUSD6 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
27.7
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
83.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
53.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
52.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
47.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
46.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
46.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
45.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
45.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
44.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
44.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
43.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
43.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
42.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
42.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
41.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
40.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
40.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
40.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
40.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
39.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
39.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
38.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
38.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
38.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
37.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
37.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
37.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
37.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
37.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
37.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
36.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
36.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
36.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
36.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
35.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
35.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
35.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
35.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
35.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
34.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
34.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
34.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
34.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
33.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
32.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
32.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
31.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
29.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
29.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
29.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
29.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
28.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
28.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
27.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
27.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
25.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
24.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
24.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
24.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
22.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
21.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
17.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.1
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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
