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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.
DTWD1 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
8.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
14.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
13.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
11.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
10.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
10.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
10.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
10.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
10.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
10.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
9.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
9.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
9.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
9.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
8.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
8.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
8.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
8.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
8.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
8.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
7.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
7.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
7.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
6.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
6.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
6.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
6.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
6.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
6.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
6.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
6.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
5.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
4.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
4.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
4.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
4.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
3.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
3.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
2.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
2.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
DTWD1 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
14.3
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
27.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
19.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
19.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
19.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
19.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.7
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
18.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
17.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
17.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
17.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
17.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
17.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.9
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
15.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
15.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
15.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
15.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
15.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
15.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
15.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
15.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
14.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
13.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
13.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
12.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
12.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
11.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
11.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
10.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
10.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
8.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
7.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
7.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
7.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
5.0
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.
DTWD1 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
8.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
12.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
10.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
9.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
9.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
8.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
8.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
7.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
7.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
7.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
6.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
6.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
6.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
6.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
4.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
3.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
3.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
2.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
DTWD1 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
14.2
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
23.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
23.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
21.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
17.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
16.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
15.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
14.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
13.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
12.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
12.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
11.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
11.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
10.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
8.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
7.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
6.5
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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
