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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.
VANGL1 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
7.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
12.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
12.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
11.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
10.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
10.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
10.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
10.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
9.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
8.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
8.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
8.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
8.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
8.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
8.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
7.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
7.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
7.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
7.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
7.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
6.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
6.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
6.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
6.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
6.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
5.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
5.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
5.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
5.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
5.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
5.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
5.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
5.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
5.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
5.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
5.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
5.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
5.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
5.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
5.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
5.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
5.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
4.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
4.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
4.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
4.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
4.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
4.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
4.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
4.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
4.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
4.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
4.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
4.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
4.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
4.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
4.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
4.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
4.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
4.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
4.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
3.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
3.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
3.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
3.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
3.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
3.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
3.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
3.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
3.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
3.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
3.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
3.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
2.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
2.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
2.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
2.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
2.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
VANGL1 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
18.1
Number of samples
486
Samples
Sample
Description
TPM
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
77.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
44.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
41.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
40.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
35.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
35.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
35.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
34.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
33.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
33.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
31.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
28.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
28.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
27.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
26.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
26.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
25.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
25.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
25.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
24.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
24.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
24.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
23.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
22.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
22.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
21.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
21.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
21.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
19.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
18.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
18.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
17.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
17.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
17.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
17.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
17.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
16.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
15.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
13.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
12.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
12.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
10.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
9.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
8.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
6.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
VANGL1 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
6.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
11.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
9.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
8.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
7.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
7.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
7.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
6.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
6.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
5.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
5.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
5.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
4.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
4.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
4.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
4.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
3.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
3.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
3.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
2.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
2.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
2.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
2.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
1.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
VANGL1 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
17.3
Number of samples
207
Samples
Sample
Description
TPM
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
64.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
34.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
33.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
31.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
29.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
23.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
23.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
22.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
19.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
18.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
7.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
1.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
1.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
1.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
1.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.8
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.5
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.6
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.7
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.8
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.9
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-1.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-1.0
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
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
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
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
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
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
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
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
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
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
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
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
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
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
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
5cf5e61d-21ff-4678-9126-14e9bb_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
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
359f5c81-2575-497e-8630-e4866f_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
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
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
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
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
92f7419c-c57a-4b50-bdc9-4d09ca_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
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
