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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.
WASHC2C 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
12.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
33.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
26.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
23.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
19.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
18.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
15.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
14.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
14.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
13.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
13.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
13.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
13.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
13.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
12.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
12.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
12.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
12.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
11.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
10.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
10.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.8
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
9.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
9.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
8.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
8.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
7.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
6.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
5.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
4.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WASHC2C 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
19.9
Number of samples
486
Samples
Sample
Description
TPM
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
51.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
41.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
35.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
32.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
30.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
30.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
30.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
29.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
29.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
27.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
27.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
27.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
27.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
26.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
26.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
26.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
25.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
24.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
23.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
23.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
23.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
23.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
22.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
22.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
22.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
22.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
21.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
21.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
21.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
21.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
21.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
20.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
20.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
19.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
19.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
19.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
19.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
18.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
18.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
18.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
17.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
17.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
16.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
16.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
15.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
14.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
12.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
WASHC2C is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
12.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
29.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
15.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
15.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
15.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
14.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
13.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
13.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
12.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
12.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
11.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
10.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
8.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
6.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.3
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.
WASHC2C 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
19.7
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
32.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
32.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
30.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
26.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
26.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
25.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
25.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
24.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
23.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
23.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
22.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
22.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
22.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
21.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
20.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
19.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
19.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
19.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
18.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
15.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
12.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
-0.1
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Tumor
-0.1
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Tumor
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Tumor
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Normal
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Normal
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Normal
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Normal
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Tumor
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Tumor
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Tumor
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Normal
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Tumor
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Tumor
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Normal
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Tumor
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Tumor
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Tumor
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Tumor
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Normal
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Tumor
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Tumor
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Tumor
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Tumor
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Normal
-0.2
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Tumor
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Tumor
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Tumor
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Normal
-0.2
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Tumor
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Normal
-0.2
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.4
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Tumor
-0.4
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Tumor
-0.5
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
