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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.
CHD8 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
13.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
27.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
19.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
17.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
14.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
13.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
13.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
13.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
11.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
11.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
10.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
8.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 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.
CHD8 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
29.7
Number of samples
486
Samples
Sample
Description
TPM
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
61.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
58.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
57.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
52.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
51.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
51.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
49.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
48.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
47.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
47.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
46.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
46.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
46.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
45.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
45.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
45.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
43.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
43.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
43.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
43.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
42.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
42.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
42.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
41.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
41.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
41.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
40.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
40.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
40.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
40.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
40.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
39.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
39.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
39.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
39.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
39.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
39.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
39.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
38.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
38.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
38.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
38.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
38.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
38.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
38.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
38.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
37.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
37.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
37.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
37.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
37.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
36.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
36.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
36.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
36.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
35.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
35.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
35.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
35.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
34.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
34.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
34.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
34.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
34.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
34.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
34.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
34.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
34.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
34.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
34.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
33.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
33.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
33.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
33.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
33.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
33.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
33.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
33.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
33.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
33.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
33.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
32.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
32.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
32.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
32.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
32.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
32.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
32.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
32.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
32.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
31.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
31.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
31.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
31.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
31.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
31.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
31.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
31.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
31.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
31.4
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
31.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
31.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
30.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
30.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
30.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
30.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
30.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
30.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
30.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
30.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
30.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
30.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
30.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
29.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
29.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
29.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
29.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
29.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
28.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
28.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
28.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
28.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
28.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
28.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
28.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
28.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
28.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
27.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
27.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
27.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
27.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
27.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
26.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
26.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
26.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
26.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
26.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
25.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
25.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
25.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
25.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
24.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
24.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
24.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
24.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
24.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
24.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
24.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
21.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
16.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.7
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.
CHD8 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
12.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
19.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
19.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
13.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
11.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
9.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.2
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.
CHD8 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
27.4
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
52.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
47.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
46.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
46.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
46.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
45.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
44.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
43.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
43.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
41.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
40.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
39.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
38.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
38.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
38.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
37.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
37.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
36.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
34.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
34.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
33.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
32.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
31.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
31.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
31.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
30.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
30.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
30.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
30.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
30.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
29.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
29.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
28.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
28.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
28.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
28.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
27.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
27.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
27.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
26.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
26.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
25.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
25.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
25.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
25.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
25.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
25.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
25.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
24.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
24.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
23.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
23.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
23.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
23.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
22.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
22.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
19.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.4
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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.
The Human Protein Atlas project is funded
