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.
FAM20B 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
10.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
28.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
14.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
13.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
12.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
12.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
11.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
10.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
10.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
10.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
10.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
8.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
8.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
8.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
7.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
6.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 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.
FAM20B 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
20.0
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
57.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
43.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
41.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
37.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
36.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
28.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
27.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
26.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
26.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
25.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
25.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
25.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
24.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
24.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
23.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
23.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
23.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
22.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
21.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
20.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
20.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
19.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
19.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
19.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
18.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
18.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
17.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
FAM20B 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
10.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
14.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
14.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
14.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
11.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
11.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
8.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM20B 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
17.1
Number of samples
207
Samples
Sample
Description
TPM
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
23.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
19.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
15.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
15.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.5
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
2.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
1.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
1.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.8
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.8
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.8
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.7
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.8
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.3
b2400046-1d25-429d-a821-6040a6
Tumor
-2.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_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
