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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.
TMUB2 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
24.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
68.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
50.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
46.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
43.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
41.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
41.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
39.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
38.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
38.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
38.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
37.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
37.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
37.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
36.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
36.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
36.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
35.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
35.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
35.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
35.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
34.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
33.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
33.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
33.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
33.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
33.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
32.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
31.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
31.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
31.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
31.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
31.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
31.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
31.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
30.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
30.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
30.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
29.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
29.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
29.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
29.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
28.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
28.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
27.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
27.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
27.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
27.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
27.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
27.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
27.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
26.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
26.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
26.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
25.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
25.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
25.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
24.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
24.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
23.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
22.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
22.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
22.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
21.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
20.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
20.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
13.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
13.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMUB2 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
21.9
Number of samples
486
Samples
Sample
Description
TPM
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
40.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
38.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
37.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
36.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
34.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
34.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
34.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
33.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
31.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
30.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
30.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
30.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
30.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
30.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
29.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
28.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
28.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
28.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
27.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
27.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
26.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
26.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
26.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
25.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
25.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
25.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
25.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
24.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
24.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
24.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
24.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
24.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
24.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
23.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
23.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
22.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
22.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
22.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
22.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
22.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
21.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
21.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
21.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
21.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
21.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
20.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
20.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
20.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
20.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
20.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
19.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
19.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
18.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMUB2 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
24.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
42.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
38.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
38.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
37.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
35.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
34.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
33.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
32.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
32.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
31.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
31.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
31.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
29.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
29.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
28.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
28.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
26.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
26.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
25.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
25.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
24.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
20.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.9
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
TMUB2 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
21.5
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
38.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
35.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
35.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
30.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
30.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
28.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
28.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
28.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
26.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
26.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
25.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
25.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
21.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
21.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
21.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
21.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
20.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
20.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
20.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
20.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
20.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
19.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
18.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
10.3
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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
