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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.
NME3 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
20.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
57.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
55.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
47.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
47.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
46.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
45.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
45.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
44.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
43.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
43.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
41.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
40.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
40.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
39.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
38.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
38.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
37.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
36.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
36.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
36.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
34.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
34.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
33.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
33.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
32.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
31.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
31.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
30.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
30.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
30.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
28.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
28.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
28.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
28.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
27.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
27.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
27.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
27.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
27.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
26.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
26.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
26.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
25.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
24.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
24.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
23.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
22.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
22.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
21.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
21.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
21.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
19.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
18.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
18.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
17.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
17.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
16.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
15.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
15.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
15.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
14.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
13.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
13.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
13.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
12.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
12.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
12.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
12.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
12.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
11.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
10.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
10.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
9.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
8.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
8.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
8.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
7.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
7.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
6.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
6.5
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
4.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
4.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
4.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
2.7
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
1.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NME3 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
9.6
Number of samples
486
Samples
Sample
Description
TPM
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
19.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
19.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
16.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
14.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
14.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
14.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
13.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
13.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
13.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
13.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
12.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
11.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
11.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
11.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
11.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
11.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
10.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
10.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
10.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
10.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
10.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
10.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
10.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
9.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
9.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
9.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
9.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
8.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
8.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
8.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
8.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
8.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
8.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
8.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
8.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
8.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
8.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
8.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
8.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
8.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
8.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
8.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
8.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
7.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
7.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
7.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
7.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
7.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
7.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
7.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
7.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
7.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
7.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
7.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
7.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
7.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
7.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
7.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
7.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
7.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
7.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
7.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
7.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
7.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
6.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
6.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
6.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
6.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
6.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
6.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
6.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
6.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
6.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
6.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
6.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
6.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
6.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
6.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
6.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
6.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
6.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
5.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
5.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
5.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
5.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
5.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
5.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
5.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
5.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
5.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
5.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
5.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
5.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
5.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
5.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
5.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
5.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
5.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
5.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
4.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
4.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
4.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
4.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
4.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
4.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
4.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
4.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
4.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
4.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
4.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
4.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
4.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
4.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
4.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
4.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
4.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
4.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
4.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
4.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
4.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
4.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
4.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
3.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
3.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
3.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
3.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
3.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
3.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
3.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
3.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
3.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
3.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
3.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
2.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
2.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
2.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
2.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
2.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
2.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NME3 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
45.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
41.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
34.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
32.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
31.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
27.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
27.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
24.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
23.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
21.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
20.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
19.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
18.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
17.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
16.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
16.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
15.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
14.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
14.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
13.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
13.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
13.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.6
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
10.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
9.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
9.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
8.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
7.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
6.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
4.4
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 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.
NME3 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
8.2
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
16.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
14.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
14.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
13.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
11.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
10.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
10.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
10.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
9.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.4
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
9.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
9.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
8.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
8.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
8.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
7.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
7.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
7.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
7.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
7.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
6.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
6.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
6.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
6.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
6.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
6.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
6.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
6.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
6.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
5.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
5.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
5.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
5.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
5.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
5.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
5.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
5.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
5.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
4.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
4.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
4.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
4.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
4.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
4.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
4.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
4.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
4.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
4.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
4.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
4.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
4.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
4.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
4.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
4.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
4.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
4.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
4.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
4.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
4.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
4.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
4.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
3.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
3.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
3.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
3.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
3.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
3.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
3.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
3.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
2.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
2.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
2.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
2.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
2.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
2.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
2.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
2.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
2.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
1.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.6
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.6
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.5
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.4
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.4
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.0
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
