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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.
TRMT1 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
21.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
73.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
44.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
40.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
40.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
37.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
35.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
35.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
33.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
33.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
32.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
30.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
30.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
29.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
28.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
28.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
28.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
27.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
27.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
27.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
26.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
26.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
25.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
25.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
25.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
25.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
25.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
25.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
24.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
23.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
22.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
22.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
22.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
21.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
21.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
21.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
20.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
20.6
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
20.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
20.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
20.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
19.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
19.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
19.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
18.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
16.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
16.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
14.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
13.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
13.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
12.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
12.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.5
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.
TRMT1 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
15.7
Number of samples
486
Samples
Sample
Description
TPM
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
29.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
28.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
28.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
28.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
26.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
25.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
23.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
23.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
23.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
23.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
22.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.1
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
19.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
19.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
17.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
17.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
17.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
17.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
17.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
15.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
15.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
15.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
15.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
14.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
14.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
14.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
14.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
13.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
13.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
12.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
11.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
10.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
8.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
TRMT1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
41.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
34.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
34.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
31.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
31.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
28.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
27.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
26.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
26.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
25.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
25.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
22.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
21.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
21.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
17.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
17.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
14.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
12.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
10.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 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.
TRMT1 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
15.2
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
32.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
28.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
23.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
22.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
21.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
21.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
20.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
18.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
17.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
15.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
14.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
14.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
13.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
8.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
d80408d6-598d-4411-ab34-eb2545_D2
Normal
1.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
1.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.9
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.9
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.8
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.5
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.5
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.6
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.6
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.6
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.7
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.8
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.8
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.9
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-1.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.2
b2400046-1d25-429d-a821-6040a6
Tumor
-1.7
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
