We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
SHB 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
9.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
23.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
12.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
11.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
11.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
11.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
9.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
9.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
9.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
9.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
8.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
8.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
8.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
6.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
6.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
6.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
6.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
5.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
5.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
5.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
4.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
4.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
4.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
3.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
3.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
2.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
2.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
2.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
SHB 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
14.0
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
39.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
27.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
23.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
22.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
20.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
19.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
17.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
15.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
12.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
12.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
12.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
12.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
11.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
11.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
11.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
11.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
10.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
10.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
9.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
8.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
8.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
8.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
8.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
8.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
8.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
8.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
7.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
7.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
7.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
7.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
7.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
6.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
6.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
6.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
6.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
6.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
6.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
6.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
6.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
6.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
5.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
4.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
SHB 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
8.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
13.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
12.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
12.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
9.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
8.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
7.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
6.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
5.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 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.
SHB 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
13.1
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
38.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
31.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
25.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
13.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
12.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
12.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
9.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
8.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
7.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
7.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
6.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
5.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.7
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
2.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
1.9
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
1.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.8
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.7
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.7
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.7
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.7
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.8
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.8
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.9
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.9
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-1.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-1.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-1.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-1.3
b2400046-1d25-429d-a821-6040a6
Tumor
-1.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-1.6
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-2.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-2.4
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
