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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.
UNC5B 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
8.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
36.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
32.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
17.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
16.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
13.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
12.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
12.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
11.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
9.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
9.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
8.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
7.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
7.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
7.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
6.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
6.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
5.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
5.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
5.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
5.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
5.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
4.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
4.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
4.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
4.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
3.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
3.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
3.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
3.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
3.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
3.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
3.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
3.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
3.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
2.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
2.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
2.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
2.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
2.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
2.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
2.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
2.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
2.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
1.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
1.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
1.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
1.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
1.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
1.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
1.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
1.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
1.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
1.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
1.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
1.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
1.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
1.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
1.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
0.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
0.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
UNC5B is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.0
Number of samples
486
Samples
Sample
Description
TPM
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
54.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
52.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
51.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
45.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
41.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
37.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
36.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
28.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
27.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
27.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
27.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
25.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
23.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
23.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
22.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
21.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
21.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
20.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
19.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
19.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
18.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
15.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
14.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
13.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
13.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
12.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
10.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
10.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
9.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
9.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
9.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
9.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
8.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
8.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
8.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
8.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
7.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
7.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
7.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
7.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
7.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
7.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
6.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
6.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
6.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
6.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
5.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
5.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
5.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
5.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
5.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
4.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
4.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
4.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
4.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
4.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
3.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
3.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
3.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
UNC5B 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
7.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
27.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
10.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
10.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
8.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
6.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
6.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
6.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
5.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
5.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
4.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
4.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
4.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
3.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
3.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
3.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
3.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
2.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
2.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
2.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
2.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
1.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UNC5B 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
13.3
Number of samples
207
Samples
Sample
Description
TPM
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
42.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
41.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
35.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
35.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
23.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
23.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
15.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
14.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
10.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
10.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
9.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
8.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
8.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
7.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
6.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
6.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
6.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
6.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
6.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
5.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
5.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
5.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
4.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
4.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
4.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
4.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
4.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
3.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
3.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
