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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.
TRMT2B 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
11.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
42.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
39.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
25.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
20.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
19.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
16.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
15.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
15.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
13.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
12.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
12.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
12.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
12.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
11.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
11.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
11.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
11.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
10.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
10.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
10.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
10.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
10.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
9.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
9.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
9.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
9.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
9.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
9.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
9.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
9.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
8.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
8.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
8.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
8.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
8.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
8.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
7.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
7.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
7.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
7.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
7.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
6.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
6.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
6.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
6.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
6.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
6.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
5.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
5.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
5.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
4.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
4.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
4.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 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.
TRMT2B 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
14.4
Number of samples
486
Samples
Sample
Description
TPM
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
48.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
28.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
26.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
26.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
25.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
24.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
24.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
22.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
22.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
22.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
21.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
21.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
20.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
19.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
18.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
17.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
17.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
16.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
16.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
15.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
15.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
15.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
15.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
14.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
14.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
14.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
13.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
12.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
12.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
12.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
12.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
12.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
11.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
11.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
11.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
11.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
11.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
11.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
11.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
10.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
10.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
10.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
10.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
9.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
9.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
9.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
9.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
9.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
9.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
9.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
8.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
8.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
8.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
8.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
7.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
7.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
6.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
6.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
TRMT2B 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
11.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
19.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
14.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
14.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
13.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
13.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
13.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
13.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
12.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
12.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
10.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
10.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
9.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
8.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
7.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
7.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
7.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
7.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
5.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRMT2B 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
14.0
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
27.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
25.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
24.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
23.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
23.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
16.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
14.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
13.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
12.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
12.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
11.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
11.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
10.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
8.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
