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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.
CARNMT1 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
9.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
81.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
38.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
32.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
19.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
18.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
15.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
13.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
13.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
13.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
12.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
12.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
12.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
12.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
11.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
11.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
11.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
10.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
10.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
10.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
10.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
10.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
9.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
9.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
9.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
9.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
9.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
9.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
9.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
9.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
9.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
9.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
9.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
8.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
8.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
8.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
8.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
8.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
8.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
8.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
8.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
8.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
8.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
8.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
8.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
8.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
8.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
8.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
7.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
7.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
7.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
7.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
7.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
7.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
7.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
7.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
7.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
6.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
6.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
6.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
6.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
6.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
6.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
5.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
5.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
5.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
4.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
4.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CARNMT1 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
21.1
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
74.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
47.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
41.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
38.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
36.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
35.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
34.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
34.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
33.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
33.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
32.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
32.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
31.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
31.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
31.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
31.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
31.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
31.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
30.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
29.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
29.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
29.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
29.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
28.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
28.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
28.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
28.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
28.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
27.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
27.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
27.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
25.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
25.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
25.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
24.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
24.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
24.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
24.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
24.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
23.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
23.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
23.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
23.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
22.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
22.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
22.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
22.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
22.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
21.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
21.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
21.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
21.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
21.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
21.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
21.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
21.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
20.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
20.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
20.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
20.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
20.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
20.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
19.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
19.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
18.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
18.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
18.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
17.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
16.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
16.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
15.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
15.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
15.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
14.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
14.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
11.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
10.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
CARNMT1 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
10.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
14.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
11.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
10.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
10.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
9.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
9.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
9.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
9.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
8.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
8.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
8.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
8.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
8.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
7.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
7.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
6.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.0
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.
CARNMT1 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
20.1
Number of samples
207
Samples
Sample
Description
TPM
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
39.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
37.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
33.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
33.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
32.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
31.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
31.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
28.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
28.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
26.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
25.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
25.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
24.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
23.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
23.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
22.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
22.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
20.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
20.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
20.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
19.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
19.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
19.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
18.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
18.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
17.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
17.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
17.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
16.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
15.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
14.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.6
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
13.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.8
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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.