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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.
UNC93B1 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
31.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
99.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
75.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
74.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
73.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
65.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
65.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
62.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
61.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
60.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
60.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
59.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
58.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
58.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
58.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
58.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
57.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
56.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
55.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
54.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
53.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
53.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
51.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
51.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
50.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
50.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
50.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
49.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
49.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
49.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
48.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
47.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
47.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
47.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
46.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
45.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
45.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
45.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
44.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
43.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
43.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
43.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
43.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
43.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
43.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
42.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
41.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
41.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
41.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
41.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
40.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
40.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
40.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
40.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
39.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
39.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
38.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
38.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
38.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
38.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
37.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
37.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
37.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
36.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
36.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
36.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
36.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
36.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
35.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
35.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
35.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
35.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
35.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
35.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
35.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
34.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
34.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
34.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
34.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
34.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
34.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
34.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
33.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
33.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
33.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
32.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
32.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
32.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
32.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
32.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
32.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
32.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
32.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
32.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
32.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
32.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
31.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
31.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
31.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
31.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
31.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
30.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
30.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
30.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
30.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
30.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
30.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
29.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
29.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
28.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
28.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
27.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
27.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
27.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
27.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
27.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
26.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
26.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
25.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
25.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
25.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
24.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
22.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
21.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
20.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
20.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
17.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
15.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
12.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
UNC93B1 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
26.4
Number of samples
486
Samples
Sample
Description
TPM
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
66.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
66.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
57.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
57.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
56.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
56.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
56.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
55.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
55.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
55.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
54.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
53.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
50.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
50.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
48.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
48.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
48.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
48.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
47.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
46.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
46.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
45.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
45.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
45.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
44.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
44.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
44.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
44.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
43.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
42.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
42.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
42.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
42.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
42.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
42.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
41.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
41.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
40.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
40.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
39.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
38.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
38.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
38.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
38.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
38.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
37.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
37.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
37.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
37.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
37.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
37.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
36.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
36.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
36.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
36.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
36.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
35.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
35.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
35.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
35.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
34.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
34.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
34.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
33.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
32.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
32.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
32.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
32.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
31.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
31.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
31.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
30.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
29.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
29.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
28.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
28.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
27.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
27.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
27.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
26.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
25.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
25.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
25.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
25.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
25.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
24.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
24.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
24.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
24.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
23.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
22.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
21.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
18.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
18.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
16.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
16.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
13.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
5.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
UNC93B1 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
29.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
92.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
76.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
64.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
55.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
50.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
49.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
46.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
45.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
43.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
40.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
40.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
40.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
40.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
39.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
39.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
37.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
37.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
37.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
34.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
32.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
31.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
31.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
30.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
30.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
30.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
29.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
29.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
28.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
27.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
27.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
26.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
23.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
21.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
21.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
20.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
17.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
UNC93B1 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
22.9
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
82.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
56.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
53.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
52.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
52.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
50.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
47.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
45.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
45.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
43.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
42.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
42.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
42.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
38.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
38.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
38.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
37.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
37.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
35.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
34.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
34.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
31.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
31.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
30.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
29.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
27.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
26.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
20.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
19.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
11.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.8
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.8
41a04113-2061-4923-bca5-da586c_D2
Normal
0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.7
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.6
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.6
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.7
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.8
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.9
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.9
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-1.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-1.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-1.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-1.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-1.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-1.3
b2400046-1d25-429d-a821-6040a6
Tumor
-2.5
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
