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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.
NMT1 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
22.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
47.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
47.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
41.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
40.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
39.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
38.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
38.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
37.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
37.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
37.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
37.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
36.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
35.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
35.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
35.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
34.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
34.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
33.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
33.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
33.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
33.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
32.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
32.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
31.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
31.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
31.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
30.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
30.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
30.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
29.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
29.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
29.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
28.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
26.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
26.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
26.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
25.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
25.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
25.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
24.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
23.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
22.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
21.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
20.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
20.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
20.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
20.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
19.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
19.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
19.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
18.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
17.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
17.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
15.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
15.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
13.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
13.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
11.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
11.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
11.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
9.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 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.
NMT1 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
26.9
Number of samples
486
Samples
Sample
Description
TPM
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
51.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
48.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
46.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
45.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
45.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
45.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
45.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
44.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
44.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
43.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
42.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
42.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
42.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
42.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
41.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
40.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
40.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
40.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
40.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
39.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
39.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
39.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
38.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
38.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
38.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
38.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
38.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
37.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
37.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
37.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
37.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
37.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
36.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
36.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
36.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
36.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
36.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
36.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
36.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
36.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
36.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
35.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
35.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
35.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
35.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
35.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
35.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
35.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
35.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
34.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
34.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
34.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
34.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
34.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
33.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
33.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
33.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
33.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
33.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
33.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
33.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
32.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
32.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
32.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
32.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
31.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
31.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
31.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
31.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
31.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
31.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
31.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
31.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
31.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
31.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
30.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
30.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
30.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
30.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
30.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
30.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
30.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
30.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
30.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
29.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
29.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
29.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
29.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
29.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
28.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
28.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
28.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
28.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
28.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
28.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
28.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
28.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
28.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
27.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
27.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
27.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
27.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
27.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
27.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
26.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
26.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
26.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
26.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
26.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
26.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
25.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
25.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
25.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
25.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
25.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
25.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
24.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
24.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
24.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
24.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
24.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
24.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
23.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
23.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
23.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
23.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
23.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
23.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
23.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
23.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
23.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
22.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
22.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
22.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
21.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
21.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
21.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
21.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
20.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
20.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
19.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
19.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
19.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
19.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
18.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
17.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
17.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
16.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
15.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
15.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NMT1 is potential prognostic, high expression is favorable in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
20.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
44.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
37.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
29.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
28.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
28.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
27.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
21.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
20.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
15.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
7.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.5
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.
NMT1 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
23.5
Number of samples
207
Samples
Sample
Description
TPM
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
41.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
41.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
37.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
37.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
37.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
37.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
37.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
36.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
33.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
33.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
33.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
32.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
32.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
31.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
31.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
30.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
30.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
30.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
30.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
30.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
28.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
28.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
28.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
27.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
27.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
27.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
27.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
26.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
26.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
25.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
25.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
25.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
25.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
25.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
25.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
25.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
24.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
24.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
23.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
23.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
23.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
22.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
22.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
22.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
22.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
22.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
22.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
22.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
22.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
22.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
21.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
21.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
21.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
21.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
20.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
20.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
20.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
19.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
18.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
18.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
15.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.6
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
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Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
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Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
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Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.0
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Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
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Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
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Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
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Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
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Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.6
b2400046-1d25-429d-a821-6040a6
Tumor
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
