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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.
CHD6 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
6.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
43.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
16.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
16.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
11.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
10.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
8.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
7.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
7.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
6.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
6.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
6.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
6.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
6.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
5.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
5.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
5.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.4
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
5.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
5.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
5.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
5.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
5.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
5.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
4.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
4.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
4.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
4.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
4.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
4.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
4.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
4.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
4.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
4.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
4.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
4.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
4.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
4.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
3.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
3.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
3.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
3.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
3.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
3.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
3.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
3.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
3.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
3.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
3.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
3.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
3.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
3.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
3.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
3.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
3.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
2.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
2.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
2.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
2.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
2.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
2.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
2.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
2.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
2.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
2.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
2.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
2.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
2.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
2.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
2.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
2.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
2.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
2.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
2.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
1.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
1.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
1.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
1.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
1.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CHD6 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
25.8
Number of samples
486
Samples
Sample
Description
TPM
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
82.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
75.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
66.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
62.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
56.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
55.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
54.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
54.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
54.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
54.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
53.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
52.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
52.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
51.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
51.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
51.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
51.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
49.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
48.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
47.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
47.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
47.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
47.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
46.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
44.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
43.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
42.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
42.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
42.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
42.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
41.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
41.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
41.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
41.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
40.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
40.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
40.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
39.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
39.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
39.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
39.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
39.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
39.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
39.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
39.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
38.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
38.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
38.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
38.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
37.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
37.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
36.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
36.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
36.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
36.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
36.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
36.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
36.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
36.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
35.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
35.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
34.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
34.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
34.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
34.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
34.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
34.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
34.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
34.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
33.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
33.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
33.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
33.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
33.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
32.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
32.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
32.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
32.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
32.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
32.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
32.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
32.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
31.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
31.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
31.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
31.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
31.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
31.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
30.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
30.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
30.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
29.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
29.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
29.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
29.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
28.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
28.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
28.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
28.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
28.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
28.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
28.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
28.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
28.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
27.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
27.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
27.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
27.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
26.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
26.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
26.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
26.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
26.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
25.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
25.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
25.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
25.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
25.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
25.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
24.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
24.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
24.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
24.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
24.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
24.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
23.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
23.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
23.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
23.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
23.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
22.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
21.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
21.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
21.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
20.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
20.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
18.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
16.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
16.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
15.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
14.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
12.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.9
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.
CHD6 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
6.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
12.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
9.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
8.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
7.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
7.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
7.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
6.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
6.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
6.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
5.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
5.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
5.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
5.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
5.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
4.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
4.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
4.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
4.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
4.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
4.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
3.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
3.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
3.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
2.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
2.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.9
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.
CHD6 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
27.1
Number of samples
207
Samples
Sample
Description
TPM
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
59.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
59.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
58.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
55.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
55.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
54.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
49.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
48.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
47.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
47.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
43.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
43.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
42.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
42.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
41.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
40.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
39.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
39.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
38.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
38.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
38.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
38.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
38.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
38.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
37.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
37.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
36.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
36.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
35.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
35.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
35.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
34.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
34.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
34.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
34.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
33.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
33.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
33.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
33.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
33.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
32.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
31.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
31.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
31.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
30.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
30.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
30.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
30.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
30.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
30.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
29.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
28.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
27.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
27.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
27.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
26.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
25.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
25.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
24.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
24.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
24.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
24.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
23.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
22.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
22.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
22.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
21.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.4
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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
