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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.
CHD3 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
16.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
57.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
56.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
46.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
44.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
40.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
39.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
38.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
38.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
38.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
36.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
36.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
35.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
35.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
33.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
33.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
32.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
31.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
30.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
28.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
28.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
27.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
27.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
26.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
26.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
25.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
23.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
21.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
21.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
20.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
19.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
18.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
16.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
10.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
10.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
9.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
9.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
9.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
9.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
9.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
8.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
7.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
6.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
2.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
CHD3 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
36.3
Number of samples
486
Samples
Sample
Description
TPM
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
82.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
81.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
80.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
76.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
73.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
70.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
70.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
69.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
68.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
68.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
68.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
67.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
66.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
66.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
61.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
61.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
61.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
60.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
60.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
60.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
59.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
59.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
58.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
58.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
58.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
58.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
58.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
58.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
57.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
57.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
57.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
56.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
55.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
55.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
55.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
55.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
55.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
53.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
53.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
53.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
53.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
52.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
52.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
52.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
52.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
52.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
52.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
52.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
52.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
52.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
52.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
51.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
51.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
51.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
51.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
51.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
51.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
51.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
51.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
50.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
50.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
50.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
50.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
49.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
49.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
49.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
49.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
49.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
49.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
49.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
49.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
49.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
48.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
48.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
48.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
48.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
48.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
48.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
48.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
48.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
48.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
48.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
47.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
47.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
47.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
47.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
47.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
47.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
47.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
47.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
47.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
47.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
47.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
46.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
46.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
46.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
46.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
46.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
46.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
46.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
45.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
45.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
45.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
45.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
45.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
45.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
45.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
45.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
44.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
44.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
44.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
44.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
44.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
44.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
44.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
44.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
44.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
44.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
44.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
44.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
43.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
43.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
43.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
43.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
43.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
43.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
43.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
42.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
42.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
42.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
42.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
42.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
42.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
42.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
42.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
42.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
42.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
42.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
42.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
41.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
41.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
41.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
41.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
41.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
41.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
41.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
41.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
41.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
41.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
40.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
40.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
40.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
40.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
40.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
40.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
40.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
40.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
40.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
40.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
40.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
39.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
39.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
39.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
39.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
39.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
39.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
39.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
39.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
39.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
39.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
39.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
39.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
39.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
39.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
39.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
38.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
38.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
38.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
38.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
38.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
38.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
38.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
38.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
38.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
38.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
38.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
38.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
38.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
37.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
37.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
37.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
37.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
37.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
37.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
37.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
37.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
37.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
37.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
37.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
37.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
37.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
36.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
36.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
36.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
36.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
36.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
36.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
36.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
36.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
36.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
36.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
36.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
36.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
36.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
36.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
36.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
35.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
35.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
35.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
35.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
35.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
35.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
35.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
35.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
34.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
34.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
34.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
34.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
34.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
34.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
33.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
33.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
33.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
33.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
33.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
33.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
33.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
33.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
32.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
32.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
32.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
32.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
32.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
32.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
32.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
32.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
32.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
32.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
32.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
31.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
31.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
31.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
30.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
30.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
30.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
30.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
30.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
30.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
30.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
30.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
29.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
29.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
29.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
28.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
28.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
28.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
28.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
27.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
26.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
26.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
26.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
26.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
26.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
26.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
26.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
25.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
25.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
24.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
23.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
23.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
22.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
20.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
20.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
19.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
17.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
4.6
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.
CHD3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
41.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
35.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
30.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
23.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
16.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
11.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
11.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
9.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
6.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
4.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
2.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
1.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
1.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.5
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.
CHD3 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
35.8
Number of samples
207
Samples
Sample
Description
TPM
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
72.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
70.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
70.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
65.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
62.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
62.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
60.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
60.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
59.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
57.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
55.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
55.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
55.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
55.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
54.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
54.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
53.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
53.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
52.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
51.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
51.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
50.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
50.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
49.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
49.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
49.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
48.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
48.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
47.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
47.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
46.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
46.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
46.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
46.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
46.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
45.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
45.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
45.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
45.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
45.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
45.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
45.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
44.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
44.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
44.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
44.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
44.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
43.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
43.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
43.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
43.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
43.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
43.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
43.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
42.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
42.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
42.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
42.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
42.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
42.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
41.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
41.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
41.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
40.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
40.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
40.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
40.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
40.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
40.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
40.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
39.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
39.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
39.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
39.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
38.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
38.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
38.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
38.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
38.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
38.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
37.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
37.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
37.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
37.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
36.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
36.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
36.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
36.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
36.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
36.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
36.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
36.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
36.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
35.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
35.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
35.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
35.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
34.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
34.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
34.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
34.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
33.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
33.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
33.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
32.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
32.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
32.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
32.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
31.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
31.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
30.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
30.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
30.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
29.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
29.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
29.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
29.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
29.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
28.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
27.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
27.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
25.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
23.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
22.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
19.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
16.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.6
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.