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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.
TYW3 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
9.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
17.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
16.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
16.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
14.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
13.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
12.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
12.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
12.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
12.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
11.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
11.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
11.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
11.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
11.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
10.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
10.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
10.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
10.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
10.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
9.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
9.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
9.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
9.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
9.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
9.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
9.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
8.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
8.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
8.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
8.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
8.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
7.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
7.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
7.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
7.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
7.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
7.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
7.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
6.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
6.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
6.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
6.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
6.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
6.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
5.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
5.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
5.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
5.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
4.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
4.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
4.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
4.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
3.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
3.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
3.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
3.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
2.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
2.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
2.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
2.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
2.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 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.
TYW3 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
13.7
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
33.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
25.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
23.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
20.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
19.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
19.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
19.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
18.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
18.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
17.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
16.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
16.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
15.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
15.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
15.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
15.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
14.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
14.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
12.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
12.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
12.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
11.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
10.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
10.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
10.2
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
10.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
9.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
9.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
9.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
8.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
6.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
6.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
6.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
5.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
5.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
5.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
5.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
5.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
5.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
5.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
5.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
4.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
3.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
1.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
0.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
0.8
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.
TYW3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
19.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
11.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
10.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
8.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
8.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
8.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
7.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
7.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
6.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
5.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
4.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
3.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
2.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 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.
TYW3 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
12.7
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.5
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
18.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
14.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
13.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
10.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
9.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
9.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
9.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
6.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
5.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
5.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
4.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
3.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
