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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM156B is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
46.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
45.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
34.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
33.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
32.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
32.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
31.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
31.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
30.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
28.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
26.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
26.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
25.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
23.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
14.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
11.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
11.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
11.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
11.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
10.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
10.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
8.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
7.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
7.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
7.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
7.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
7.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
6.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
6.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
5.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
5.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
5.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
5.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
5.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
4.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
4.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
4.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
4.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
4.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
4.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
3.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
3.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
3.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 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.
FAM156B 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
15.1
Number of samples
486
Samples
Sample
Description
TPM
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
43.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
42.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
38.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
35.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
35.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
35.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
34.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
34.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
29.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
27.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
25.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
25.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
25.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
23.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
23.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
22.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
22.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
22.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
20.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
20.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
20.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
18.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
17.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
16.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
16.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
12.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
12.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
11.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
11.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
11.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
10.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
9.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
9.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
9.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
8.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
8.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
8.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
8.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
7.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
7.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
7.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
7.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
7.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
7.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
7.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
6.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
6.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
6.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
6.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
6.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
6.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
6.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
6.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
6.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
5.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
5.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
5.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
5.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
5.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
4.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
4.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
4.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
4.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
3.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
3.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
3.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
3.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
3.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
3.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
3.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
3.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
3.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
3.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
3.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
2.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
2.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
2.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
2.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
2.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
2.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
2.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
2.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
2.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
2.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
1.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
1.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
1.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
1.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
0.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
0.6
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.
FAM156B 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
13.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
67.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
51.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
37.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
30.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
22.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
14.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
8.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
5.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
5.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
4.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.5
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.
FAM156B 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
18.2
Number of samples
207
Samples
Sample
Description
TPM
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
46.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
43.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
42.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
36.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
34.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
33.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
31.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
31.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
29.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
29.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
28.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
28.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
25.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
23.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
22.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
17.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
15.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
12.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
8.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
7.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
5.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
4.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
4.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
3.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
3.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
2.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
1.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
