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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.
UBQLN4 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
29.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
65.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
59.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
59.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
56.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
56.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
56.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
52.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
52.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
52.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
50.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
50.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
50.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
50.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
49.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
49.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
49.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
48.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
47.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
47.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
46.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
46.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
46.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
45.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
45.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
44.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
43.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
42.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
42.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
41.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
40.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
40.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
39.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
38.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
38.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
37.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
37.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
37.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
37.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
37.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
36.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
36.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
36.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
36.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
36.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
35.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
35.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
35.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
35.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
35.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
34.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
34.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
34.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
34.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
34.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
34.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
33.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
33.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
33.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
33.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
33.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
32.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
32.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
32.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
31.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
31.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
31.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
31.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
30.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
30.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
30.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
30.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
30.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
30.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
30.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
30.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
30.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
30.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
30.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
30.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
30.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
30.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
30.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
29.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
29.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
29.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
29.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
29.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
29.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
27.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
27.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
27.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
27.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
26.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
25.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
25.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
25.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
25.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
24.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
24.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
24.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
24.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
24.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
23.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
21.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
20.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
17.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
16.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
11.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
UBQLN4 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
39.0
Number of samples
486
Samples
Sample
Description
TPM
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
82.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
80.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
77.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
75.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
75.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
74.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
73.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
72.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
69.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
68.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
67.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
67.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
65.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
63.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
63.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
62.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
62.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
62.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
62.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
62.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
61.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
60.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
60.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
60.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
59.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
59.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
58.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
57.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
57.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
57.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
56.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
56.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
56.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
56.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
56.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
56.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
55.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
55.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
55.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
54.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
54.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
54.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
53.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
53.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
52.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
52.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
52.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
52.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
52.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
52.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
52.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
51.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
51.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
51.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
51.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
51.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
50.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
50.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
50.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
50.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
50.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
50.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
50.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
49.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
49.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
49.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
49.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
49.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
49.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
49.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
49.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
49.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
49.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
49.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
48.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
48.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
48.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
48.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
48.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
48.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
48.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
48.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
48.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
48.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
48.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
47.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
47.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
47.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
47.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
47.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
47.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
47.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
47.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
47.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
46.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
46.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
46.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
46.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
46.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
46.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
46.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
46.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
46.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
46.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
46.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
46.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
46.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
45.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
45.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
45.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
45.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
45.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
45.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
45.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
45.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
45.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
45.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
45.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
45.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
45.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
44.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
44.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
44.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
44.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
44.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
44.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
44.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
44.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
44.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
44.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
44.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
44.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
44.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
44.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
43.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
43.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
43.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
43.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
43.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
43.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
43.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
43.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
43.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
43.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
43.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
42.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
42.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
42.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
42.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
42.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
42.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
42.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
42.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
42.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
42.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
42.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
42.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
41.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
41.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
41.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
41.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
41.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
41.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
41.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
41.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
41.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
41.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
41.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
41.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
41.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
41.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
41.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
41.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
41.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
41.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
41.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
41.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
40.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
40.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
40.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
40.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
40.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
40.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
40.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
40.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
40.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
40.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
40.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
40.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
40.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
40.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
39.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
39.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
39.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
39.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
39.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
39.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
39.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
39.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
39.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
39.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
39.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
39.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
39.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
38.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
38.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
38.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
38.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
38.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
38.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
38.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
38.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
38.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
38.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
38.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
37.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
37.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
37.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
37.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
37.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
37.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
37.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
37.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
37.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
37.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
36.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
36.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
36.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
36.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
36.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
36.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
36.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
36.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
36.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
36.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
36.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
36.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
36.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
36.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
36.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
35.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
35.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
35.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
35.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
35.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
35.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
35.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
35.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
35.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
35.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
35.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
35.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
34.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
34.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
34.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
34.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
34.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
34.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
34.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
34.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
33.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
33.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
33.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
33.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
33.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
32.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
32.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
32.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
32.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
32.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
32.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
32.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
32.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
31.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
31.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
31.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
30.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
30.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
30.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
30.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
30.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
30.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
29.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
29.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
28.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
28.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
28.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
28.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
27.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
27.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
27.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
27.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
27.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
26.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
26.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
25.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
22.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
22.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
19.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
UBQLN4 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
30.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
58.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
58.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
53.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
49.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
49.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
46.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
45.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
44.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
43.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
42.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
41.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
40.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
39.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
39.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
38.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
37.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
37.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
37.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
37.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
37.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
36.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
36.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
35.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
35.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
34.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
33.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
32.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
32.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
31.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
30.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
30.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
30.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
30.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
29.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
29.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
28.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
28.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
28.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
27.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
27.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
24.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 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.
UBQLN4 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
36.6
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
74.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
70.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
67.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
66.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
63.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
62.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
58.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
54.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
53.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
52.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
52.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
51.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
50.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
50.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
50.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
50.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
50.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
48.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
48.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
47.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
47.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
46.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
46.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
46.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
46.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
45.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
45.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
45.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
45.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
44.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
44.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
44.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
43.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
43.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
43.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
43.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
43.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
43.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
43.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
42.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
42.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
42.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
42.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
41.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
41.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
41.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
41.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
41.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
41.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
41.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
41.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
41.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
40.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
40.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
40.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
40.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
40.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
40.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
40.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
39.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
39.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
39.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
39.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
39.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
39.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
39.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
39.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
38.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
38.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
38.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
38.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
38.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
38.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
38.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
38.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
37.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
37.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
37.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
37.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
37.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
37.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
37.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
36.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
36.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
36.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
36.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
36.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
36.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
36.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
36.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
35.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
35.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
34.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
34.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
34.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
34.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
34.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
34.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
34.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
34.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
34.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
34.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
33.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
33.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
33.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
33.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
33.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
33.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
33.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
33.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
33.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
32.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
32.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
32.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
32.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
32.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
32.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
32.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
31.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
31.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
31.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
31.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
31.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
30.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
30.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
29.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
28.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
28.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
27.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
27.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
26.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
25.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
24.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
19.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
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Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
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Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
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Normal
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
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Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
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Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
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Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
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.