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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.
R3HDM2 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
19.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
41.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
38.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
34.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
33.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
33.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
32.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
32.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
29.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
29.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
28.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
27.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
27.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
25.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
25.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
24.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
24.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
24.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
23.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
23.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
23.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
22.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
22.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
20.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
19.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
18.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
16.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
14.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
14.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
13.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
13.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
13.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
12.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
5.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
R3HDM2 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
38.1
Number of samples
486
Samples
Sample
Description
TPM
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
85.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
71.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
63.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
63.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
63.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
62.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
61.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
60.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
60.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
60.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
60.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
59.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
59.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
58.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
58.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
57.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
57.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
56.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
56.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
55.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
55.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
55.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
54.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
54.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
54.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
54.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
54.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
54.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
54.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
54.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
54.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
53.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
53.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
53.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
53.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
53.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
53.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
53.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
52.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
52.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
52.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
52.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
52.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
52.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
51.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
51.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
51.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
51.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
51.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
51.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
51.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
51.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
50.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
50.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
50.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
50.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
50.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
50.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
50.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
50.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
50.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
50.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
49.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
49.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
49.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
49.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
49.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
49.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
49.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
49.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
48.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
48.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
48.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
48.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
48.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
48.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
48.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
48.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
48.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
48.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
48.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
48.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
48.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
48.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
48.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
47.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
47.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
47.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
47.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
47.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
46.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
46.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
46.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
46.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
46.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
46.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
46.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
46.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
46.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
46.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
46.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
46.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
46.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
46.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
46.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
45.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
45.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
45.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
45.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
45.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
45.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
45.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
45.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
45.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
45.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
45.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
45.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
44.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
44.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
44.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
44.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
44.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
44.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
44.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
44.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
44.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
44.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
44.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
44.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
44.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
44.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
43.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
43.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
43.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
43.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
43.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
43.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
43.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
43.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
43.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
43.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
43.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
43.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
43.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
43.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
43.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
42.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
42.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
42.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
42.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
42.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
42.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
42.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
42.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
42.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
42.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
42.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
42.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
42.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
42.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
41.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
41.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
41.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
41.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
41.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
41.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
41.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
41.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
41.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
41.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
41.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
41.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
41.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
41.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
41.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
41.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
41.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
41.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
41.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
41.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
40.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
40.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
40.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
40.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
40.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
40.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
40.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
40.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
40.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
40.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
40.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
40.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
40.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
40.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
40.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
40.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
40.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
39.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
39.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
39.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
39.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
39.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
39.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
39.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
39.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
39.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
39.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
39.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
39.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
39.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
39.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
39.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
38.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
38.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
38.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
38.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
38.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
38.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
38.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
38.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
38.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
38.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
38.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
38.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
38.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
38.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
37.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
37.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
37.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
37.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
37.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
37.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
37.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
37.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
37.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
37.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
37.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
37.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
37.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
37.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
37.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
37.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
37.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
37.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
36.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
36.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
36.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
36.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
36.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
36.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
36.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
36.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
36.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
36.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
36.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
35.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
35.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
35.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
35.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
35.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
35.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
35.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
34.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
34.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
34.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
34.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
34.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
34.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
34.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
33.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
33.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
33.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
33.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
33.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
33.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
33.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
33.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
33.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
33.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
33.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
33.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
32.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
32.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
32.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
32.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
32.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
32.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
32.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
32.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
32.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
31.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
31.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
30.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
30.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
30.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
30.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
30.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
30.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
30.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
29.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
29.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
29.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
28.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
28.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
28.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
26.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
26.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
25.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
25.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
24.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
24.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
23.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
22.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
22.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
22.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
21.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
18.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.4
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.
R3HDM2 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
18.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
37.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
34.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
33.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
33.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
31.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
26.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
25.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
25.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
23.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
23.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
13.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
12.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
11.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.7
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.
R3HDM2 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
37.6
Number of samples
207
Samples
Sample
Description
TPM
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
62.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
59.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
58.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
57.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
57.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
56.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
56.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
55.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
55.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
54.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
53.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
53.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
53.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
53.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
53.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
53.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
52.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
52.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
52.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
52.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
51.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
50.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
50.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
50.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
50.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
50.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
49.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
49.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
48.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
47.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
46.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
46.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
46.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
45.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
45.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
45.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
45.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
45.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
44.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
44.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
44.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
44.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
44.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
44.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
44.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
43.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
43.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
43.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
43.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
42.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
42.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
42.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
42.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
41.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
41.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
41.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
41.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
41.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
41.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
41.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
41.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
41.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
40.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
40.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
40.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
40.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
40.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
40.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
40.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
39.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
39.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
39.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
39.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
39.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
39.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
39.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
39.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
39.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
39.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
38.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
38.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
38.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
38.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
38.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
38.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
38.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
38.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
38.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
38.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
38.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
38.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
38.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
37.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
37.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
37.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
36.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
36.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
36.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
36.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
36.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
36.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
36.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
36.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
36.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
35.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
35.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
35.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
35.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
35.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
35.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
35.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
35.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
34.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
34.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
34.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
34.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
33.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
33.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
33.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
33.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
32.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
32.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
32.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
32.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
32.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
32.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
32.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
32.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
32.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
32.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
32.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
32.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
32.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
31.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
31.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
30.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
30.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
30.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
30.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
30.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
29.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
29.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
29.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
29.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
29.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
28.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
27.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
25.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
23.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
