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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.
TRMT2A 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
10.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
19.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
16.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
16.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
14.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
14.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
13.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
13.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
13.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
13.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
13.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
12.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
12.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
12.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
11.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
11.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
11.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
10.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
10.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
10.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
9.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
9.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
9.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
9.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
9.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
9.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
9.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
9.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
9.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
9.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
8.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
8.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
7.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
7.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
7.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
7.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
7.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
7.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
6.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
6.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
6.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
5.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
5.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
5.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
5.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
5.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TRMT2A 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
11.2
Number of samples
486
Samples
Sample
Description
TPM
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
18.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
17.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
16.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
16.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
15.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
15.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.9
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
14.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
14.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
14.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
13.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
13.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
13.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
13.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
12.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
12.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
12.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
12.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
11.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
11.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
11.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
11.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
11.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
10.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
10.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
10.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
10.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
9.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
9.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
9.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
9.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
9.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
9.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
9.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
9.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
9.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
9.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
8.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
8.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
8.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
8.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
8.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
8.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
8.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
8.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
7.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
7.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
7.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
7.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
7.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
6.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
6.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
6.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
6.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
6.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
6.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
6.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
6.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
6.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
6.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
6.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
6.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
6.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
6.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
6.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
6.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
5.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
5.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
5.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
5.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
5.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
4.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
4.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
4.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
4.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
4.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
3.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRMT2A is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
9.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
25.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
17.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
13.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
11.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
9.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
9.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
9.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
9.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
8.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
8.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
8.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
7.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
7.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
7.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
6.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
6.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
6.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
6.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
6.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
6.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
5.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
5.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
5.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 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.
TRMT2A 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
10.0
Number of samples
207
Samples
Sample
Description
TPM
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
26.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
14.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
12.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
11.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
11.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
10.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
10.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
10.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
9.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
9.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
9.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
9.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
8.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
8.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
7.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
7.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
7.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
7.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
7.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
6.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
6.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
6.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
6.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
6.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
6.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
6.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
6.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
5.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
5.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
4.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
4.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
3.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
2.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
1.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
1.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.5
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
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Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
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Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
b2400046-1d25-429d-a821-6040a6
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.7
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
