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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.
TMA16 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
19.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
44.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
41.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
35.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
35.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
32.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
32.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
30.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
26.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
26.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
25.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
25.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
25.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
22.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
22.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
22.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
21.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
21.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
20.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
19.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
19.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
19.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
19.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
19.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
18.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
18.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
17.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
17.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
17.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
16.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
16.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
14.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
13.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
11.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
10.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
9.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 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.
TMA16 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
17.6
Number of samples
486
Samples
Sample
Description
TPM
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
30.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
29.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
28.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
27.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
24.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
24.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
24.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
23.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
22.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
21.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
21.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
21.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
20.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
19.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
19.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
19.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
19.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
19.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
19.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
18.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
18.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
17.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
16.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
16.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
16.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
16.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
16.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
16.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
15.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
15.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
15.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
15.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
14.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
13.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
13.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
12.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
12.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
11.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
7.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
7.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
6.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
6.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TMA16 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
19.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
42.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
31.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
27.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
27.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
26.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
25.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
25.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
24.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
24.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
22.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
20.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
20.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
19.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
19.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
18.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
17.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
14.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
10.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
TMA16 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
16.4
Number of samples
207
Samples
Sample
Description
TPM
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
32.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
28.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
22.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
21.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
21.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
21.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
21.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
20.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
18.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
18.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
17.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
16.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
16.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
16.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
15.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
15.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
14.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
14.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
12.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
10.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.8
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.7
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.7
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.8
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-1.3
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
