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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.
HCLS1 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
13.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
86.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
72.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
72.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
66.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
64.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
52.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
50.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
45.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
43.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
41.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
40.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
39.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
38.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
37.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
35.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
33.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
29.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
29.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
28.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
27.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
26.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
26.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
22.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
18.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
18.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
13.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
12.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
11.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
10.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
8.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
7.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
7.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
6.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
6.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
6.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
6.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
5.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
4.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
4.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
4.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
3.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
3.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
3.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
3.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
3.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
2.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
2.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
2.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
2.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
1.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
1.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
1.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
1.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
1.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
HCLS1 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
16.4
Number of samples
486
Samples
Sample
Description
TPM
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
64.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
59.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
41.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
40.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
40.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
37.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
36.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
35.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
35.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
33.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
33.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
32.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
29.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
29.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
28.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
28.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
27.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
25.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
25.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
25.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
24.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
23.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
22.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
21.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
20.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
20.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
15.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
14.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
13.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
11.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
10.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
10.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
10.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
9.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
9.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
9.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
9.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
9.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
9.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
8.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
7.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
7.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
7.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
7.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
7.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
7.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
7.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
6.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
6.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
6.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
6.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
6.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
5.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
5.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
5.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
5.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
4.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
4.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
4.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
3.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
1.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
HCLS1 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
12.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
41.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
36.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
33.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
32.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
32.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
32.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
30.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
24.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
20.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
14.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
13.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
9.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
5.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
4.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
3.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
3.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
3.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
3.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
3.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
2.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
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.
HCLS1 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
15.7
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
55.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
43.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
40.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
38.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
36.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
36.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
33.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
32.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
31.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
30.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
29.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
28.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
28.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
21.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
11.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
10.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
8.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
8.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
7.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
7.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
6.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
5.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
5.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
5.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
4.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
3.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
2.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
1c070992-647b-4173-a481-904c4d_D2
Normal
1.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.8
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.7
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.7
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.7
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.6
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.6
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.6
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.6
b2400046-1d25-429d-a821-6040a6
Tumor
0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.6
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.8
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.8
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.9
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-1.0
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
