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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.
KBTBD2 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
18.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
51.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
43.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
39.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
37.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
37.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
35.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
33.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
32.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
31.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
30.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
30.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
30.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
29.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
28.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
27.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
27.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
27.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
26.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
24.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
23.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
21.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
21.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
21.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
19.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
19.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
16.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
15.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
15.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
13.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
13.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
13.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
13.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
12.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
KBTBD2 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
28.3
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
56.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
54.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
53.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
53.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
49.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
49.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
49.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
49.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
47.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
47.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
45.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
45.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
45.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
43.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
43.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
42.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
41.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
41.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
41.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
41.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
41.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
40.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
40.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
40.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
40.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
40.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
40.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
39.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
39.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
38.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
38.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
38.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
38.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
38.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
38.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
38.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
38.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
37.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
37.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
37.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
36.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
36.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
36.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
36.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
36.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
36.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
36.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
35.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
35.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
35.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
35.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
35.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
35.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
35.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
34.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
34.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
34.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
34.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
34.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
34.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
34.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
34.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
33.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
33.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
33.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
33.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
33.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
33.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
33.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
33.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
33.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
32.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
32.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
32.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
32.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
32.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
31.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
31.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
31.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
31.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
31.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
31.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
31.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
30.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
30.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
30.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
30.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
30.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
30.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
29.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
29.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
29.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
29.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
29.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
29.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
29.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
29.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
29.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
29.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
28.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
28.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
28.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
28.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
28.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
27.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
27.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
27.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
27.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
26.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
26.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
26.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
26.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
25.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
25.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
25.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
24.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
24.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
24.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
24.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
23.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
23.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
22.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
19.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
17.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
17.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KBTBD2 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
20.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
39.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
37.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
34.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
34.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
30.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
30.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
29.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
26.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
23.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
23.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
20.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
20.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
18.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
16.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
16.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
11.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KBTBD2 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
28.1
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
53.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
48.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
47.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
43.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
43.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
42.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
42.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
41.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
41.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
40.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
39.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
39.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
39.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
38.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
37.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
37.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
37.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
37.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
36.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
36.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
36.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
36.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
35.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
35.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
35.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
35.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
34.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
34.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
34.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
33.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
33.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
33.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
32.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
32.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
31.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
31.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
31.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
31.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
30.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
30.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
30.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
30.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
29.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
29.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
28.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
28.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
27.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
27.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
26.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
26.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
26.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
26.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
26.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
25.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
25.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
24.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
22.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
21.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.1
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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
