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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.
WASHC2A is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
35.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
32.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
29.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
25.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
24.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
24.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
22.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
19.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
19.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
18.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
17.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
17.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
17.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
16.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
16.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
16.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
15.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
15.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
14.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
14.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
13.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
12.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
12.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
12.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
12.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
11.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
8.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
8.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
8.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 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.
WASHC2A 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
28.2
Number of samples
486
Samples
Sample
Description
TPM
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
57.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
55.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
54.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
53.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
51.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
49.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
48.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
47.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
47.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
45.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
44.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
43.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
43.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
42.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
42.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
42.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
41.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
41.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
41.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
41.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
40.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
40.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
40.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
39.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
39.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
39.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
39.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
39.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
39.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
38.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
38.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
38.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
38.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
38.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
37.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
37.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
37.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
36.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
36.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
36.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
36.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
36.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
35.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
35.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
35.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
35.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
35.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
35.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
35.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
35.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
35.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
35.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
35.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
35.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
34.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
34.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
34.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
34.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
34.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
34.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
34.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
33.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
33.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
33.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
33.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
33.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
33.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
33.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
33.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
33.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
33.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
33.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
33.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
33.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
33.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
33.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
32.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
32.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
32.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
32.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
32.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
31.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
31.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
31.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
31.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
31.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
31.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
31.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
31.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
31.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
31.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
30.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
30.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
30.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
30.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
30.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
30.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
30.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
30.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
30.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
30.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
30.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
30.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
29.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
29.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
29.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
29.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
29.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
29.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
29.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
28.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
28.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
28.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
28.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
28.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
28.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
27.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
27.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
27.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
27.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
27.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
27.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
27.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
27.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
27.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
26.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
26.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
26.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
26.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
26.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
25.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
25.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
25.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
25.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
24.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
24.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
24.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
23.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
23.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
23.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
23.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
22.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
22.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
22.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
22.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
22.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
22.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
21.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
21.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
20.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
20.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
19.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
19.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
19.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
19.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
19.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
17.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
WASHC2A is potential prognostic, high expression is favorable 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
16.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
24.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
23.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
22.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
21.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
20.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
18.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
16.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
6.8
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.
WASHC2A 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
28.2
Number of samples
207
Samples
Sample
Description
TPM
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
51.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
49.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
45.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
44.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
43.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
43.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
42.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
41.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
41.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
40.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
40.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
40.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
40.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
40.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
39.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
39.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
39.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
39.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
38.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
37.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
37.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
36.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
36.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
36.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
35.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
35.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
35.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
34.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
34.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
33.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
33.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
33.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
33.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
33.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
33.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
33.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
31.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
31.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
31.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
30.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
30.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
30.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
30.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
30.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
29.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
29.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
29.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
28.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
28.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
28.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
28.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
28.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
27.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
27.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
27.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
27.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
27.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
27.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
26.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
26.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
26.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
26.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
26.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
26.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
25.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
25.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
25.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
25.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
24.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
24.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
24.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
24.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
23.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
23.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
21.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
17.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.9
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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
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.1
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Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
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Normal
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
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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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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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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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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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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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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Normal
0.1
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Tumor
0.1
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Tumor
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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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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
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Tumor
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Tumor
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Normal
0.1
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Normal
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Normal
0.1
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Tumor
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Normal
0.1
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Tumor
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Normal
0.1
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Tumor
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Normal
0.1
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Normal
0.1
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Tumor
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Tumor
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Normal
0.1
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Normal
0.0
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Tumor
0.0
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Tumor
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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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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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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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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
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Tumor
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Tumor
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Normal
0.0
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Tumor
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Normal
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Tumor
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Normal
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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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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
0.0
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Tumor
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Normal
0.0
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Tumor
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Normal
0.0
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Tumor
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Tumor
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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
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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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Tumor
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Normal
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Normal
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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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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
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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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Tumor
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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
-0.3
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Tumor
-0.3
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Tumor
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Tumor
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
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
