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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.
FAM168B 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
28.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
76.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
72.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
50.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
49.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
49.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
49.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
49.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
48.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
48.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
47.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
47.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
47.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
47.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
47.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
45.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
45.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
45.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
44.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
44.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
44.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
43.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
43.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
42.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
42.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
42.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
42.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
41.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
41.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
40.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
40.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
40.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
40.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
40.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
39.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
39.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
38.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
38.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
38.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
37.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
37.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
37.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
37.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
37.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
37.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
37.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
37.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
37.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
36.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
36.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
36.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
36.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
36.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
36.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
36.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
35.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
35.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
35.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
34.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
34.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
34.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
34.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
34.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
34.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
33.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
33.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
33.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
33.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
33.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
33.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
33.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
32.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
32.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
32.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
32.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
32.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
31.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
31.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
31.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
31.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
31.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
31.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
31.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
30.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
29.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
29.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
28.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
28.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
28.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
28.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
27.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
27.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
27.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
26.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
26.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
26.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
25.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
25.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
24.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
24.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
24.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
23.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
22.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
22.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
21.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
19.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
16.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
16.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
15.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
15.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
FAM168B 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
37.1
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
69.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
68.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
68.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
67.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
65.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
65.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
62.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
61.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
61.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
61.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
59.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
59.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
58.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
57.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
57.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
57.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
56.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
56.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
55.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
54.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
54.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
54.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
53.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
53.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
53.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
53.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
53.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
53.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
52.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
52.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
52.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
52.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
51.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
51.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
50.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
50.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
50.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
50.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
49.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
49.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
49.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
49.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
49.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
49.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
49.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
49.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
49.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
49.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
49.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
49.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
48.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
48.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
48.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
48.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
48.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
48.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
48.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
48.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
48.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
47.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
47.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
47.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
47.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
47.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
47.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
47.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
47.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
46.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
46.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
46.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
46.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
46.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
46.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
46.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
46.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
46.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
46.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
46.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
45.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
45.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
45.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
45.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
45.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
45.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
45.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
45.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
45.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
45.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
45.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
45.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
45.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
45.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
45.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
44.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
44.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
44.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
44.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
44.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
44.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
44.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
44.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
44.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
44.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
44.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
44.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
44.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
43.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
43.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
43.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
43.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
43.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
43.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
43.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
43.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
43.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
43.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
43.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
43.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
43.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
43.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
43.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
42.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
42.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
42.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
42.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
42.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
42.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
42.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
42.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
42.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
42.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
41.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
41.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
41.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
41.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
41.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
41.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
41.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
41.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
41.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
41.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
41.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
40.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
40.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
40.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
40.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
40.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
40.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
40.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
40.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
40.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
40.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
40.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
40.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
40.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
40.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
40.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
40.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
39.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
39.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
39.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
39.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
39.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
39.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
39.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
39.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
39.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
39.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
39.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
38.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
38.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
38.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
38.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
38.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
38.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
38.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
38.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
38.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
38.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
38.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
38.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
38.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
38.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
38.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
38.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
38.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
38.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
37.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
37.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
37.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
37.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
37.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
37.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
37.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
37.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
37.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
37.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
37.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
37.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
37.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
37.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
37.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
37.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
37.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
37.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
37.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
37.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
36.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
36.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
36.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
36.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
36.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
36.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
36.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
36.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
36.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
36.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
36.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
36.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
35.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
35.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
35.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
35.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
35.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
35.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
35.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
35.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
35.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
35.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
34.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
34.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
34.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
34.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
34.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
34.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
34.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
34.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
34.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
34.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
34.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
34.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
34.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
34.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
34.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
34.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
33.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
33.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
33.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
33.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
33.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
33.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
33.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
33.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
33.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
33.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
33.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
33.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
33.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
32.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
32.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
32.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
32.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
32.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
32.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
32.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
32.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
32.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
32.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
32.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
32.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
32.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
32.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
32.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
31.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
31.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
31.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
30.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
30.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
30.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
29.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
29.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
29.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
28.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
28.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
28.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
28.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
28.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
28.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
27.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
27.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
26.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
26.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
25.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
25.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
24.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
23.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
22.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
19.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM168B 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
30.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
57.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
50.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
50.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
49.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
48.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
47.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
46.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
45.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
45.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
45.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
44.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
43.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
42.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
40.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
40.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
40.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
39.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
39.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
39.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
38.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
37.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
37.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
37.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
36.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
36.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
36.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
35.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
35.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
35.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
35.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
35.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
34.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
34.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
32.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
32.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
32.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
32.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
32.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
31.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
31.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
30.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
30.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
29.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
27.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
26.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
26.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
26.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.5
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.
FAM168B 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
36.8
Number of samples
207
Samples
Sample
Description
TPM
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
71.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
67.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
63.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
59.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
57.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
54.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
53.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
51.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
50.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
50.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
49.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
48.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
48.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
48.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
48.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
47.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
46.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
46.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
46.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
45.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
45.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
45.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
45.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
45.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
45.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
45.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
44.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
44.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
44.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
44.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
44.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
44.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
44.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
43.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
43.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
43.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
43.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
43.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
43.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
43.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
43.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
43.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
43.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
43.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
42.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
42.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
42.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
42.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
42.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
42.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
41.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
41.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
41.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
40.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
40.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
40.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
40.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
40.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
40.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
40.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
40.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
40.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
39.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
39.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
39.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
39.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
39.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
39.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
39.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
39.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
39.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
39.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
38.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
38.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
38.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
38.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
38.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
38.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
38.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
37.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
37.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
37.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
37.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
37.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
37.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
37.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
37.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
37.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
37.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
36.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
36.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
36.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
36.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
36.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
36.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
36.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
36.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
36.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
36.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
36.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
36.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
36.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
36.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
35.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
35.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
35.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
35.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
35.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
35.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
35.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
35.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
35.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
35.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
34.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
34.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
34.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
34.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
34.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
34.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
34.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
34.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
34.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
34.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
33.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
33.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
33.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
33.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
33.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
33.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
32.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
32.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
32.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
32.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
31.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
30.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
30.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
30.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
29.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
29.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
29.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
29.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
28.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
28.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
28.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
28.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
27.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
27.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
26.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
26.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
22.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
21.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.4
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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
