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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.
TRMT10C 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
23.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
60.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
56.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
51.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
45.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
42.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
42.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
41.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
40.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
39.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
38.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
38.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
38.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
37.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
33.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
33.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
32.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
32.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
32.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
32.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
32.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
32.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
31.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
31.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
31.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
30.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
30.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
30.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
30.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
28.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
28.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
27.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
27.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
27.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
27.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
26.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
26.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
26.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
25.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
25.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
24.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
24.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
24.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
24.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
24.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
23.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
23.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
23.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
23.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
22.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
22.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
21.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
20.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
19.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
19.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
18.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
18.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
18.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
17.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
17.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
17.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
17.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
16.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
15.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
15.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
13.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
12.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
TRMT10C is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.9
Number of samples
486
Samples
Sample
Description
TPM
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
43.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
37.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
36.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
34.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
34.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
32.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
30.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
29.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
28.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
27.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
26.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
26.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
25.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
25.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
24.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
24.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.2
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
23.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
23.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
23.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
22.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
22.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
21.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
21.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
21.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
19.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
19.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
19.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
18.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
18.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
18.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
18.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
18.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
17.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
15.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
15.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.5
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
13.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
13.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
10.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
TRMT10C is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
68.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
52.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
47.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
41.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
40.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
40.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
37.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
36.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
35.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
35.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
35.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
35.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
34.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
33.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
33.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
32.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
32.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
31.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
31.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
30.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
30.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
29.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
28.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
28.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
27.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
26.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
25.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
24.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
23.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
17.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
11.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.1
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.
TRMT10C 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
18.8
Number of samples
207
Samples
Sample
Description
TPM
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
38.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
28.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
26.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
25.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
25.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
23.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
23.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
23.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
22.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
22.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
20.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
18.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.7
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
18.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
17.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
16.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
16.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
15.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
1.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.9
8cc7e656-0152-4359-8566-0581c3
Tumor
0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.8
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.6
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
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Tumor
0.4
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Tumor
0.4
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Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
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Tumor
0.4
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Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
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Tumor
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
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Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
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Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.6
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.6
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
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
