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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.
MPI 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
23.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
83.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
64.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
61.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
60.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
59.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
58.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
55.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
49.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
47.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
47.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
46.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
45.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
43.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
41.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
40.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
40.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
40.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
40.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
39.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
38.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
37.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
37.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
37.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
36.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
36.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
36.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
35.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
35.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
34.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
34.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
33.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
33.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
32.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
31.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
31.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
31.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
31.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
31.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
30.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
29.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
29.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
28.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
28.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
27.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
27.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
27.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
27.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
26.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
26.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
26.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
26.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
26.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
25.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
23.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
23.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
22.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
22.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
21.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
21.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
21.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
21.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
20.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
20.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
20.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
18.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
18.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
18.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
17.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
16.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
16.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
16.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
16.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
15.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
15.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
15.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
15.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
14.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
14.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.8
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
14.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
14.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
14.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
11.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
11.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
10.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
10.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 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.
MPI 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
25.1
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
68.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
58.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
55.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
52.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
49.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
49.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
49.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
48.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
47.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
47.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
46.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
46.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
45.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
44.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
44.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
44.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
44.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
43.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
42.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
42.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
42.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
42.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
42.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
41.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
41.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
39.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
39.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
39.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
39.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
39.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
38.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
38.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
37.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
37.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
37.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
37.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
36.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
36.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
36.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
36.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
36.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
36.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
36.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
36.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
36.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
35.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
35.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
35.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
35.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
34.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
34.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
34.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
34.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
34.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
33.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
33.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
33.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
33.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
33.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
33.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
33.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
33.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
32.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
31.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
31.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
30.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
30.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
30.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
30.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
29.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
29.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
29.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
29.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
29.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
29.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
28.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
28.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
27.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
27.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
27.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
27.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
27.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
27.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
27.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
27.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
26.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
26.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
26.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
26.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
26.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
26.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
25.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
25.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
25.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
25.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
25.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
24.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
24.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
24.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
24.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
24.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
24.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
23.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
23.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
23.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
22.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
22.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
22.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
21.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
21.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
21.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
20.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
20.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
20.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
20.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
20.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
18.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
18.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
17.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
17.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
16.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
16.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
16.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
13.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
12.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.7
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
8.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
MPI 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
19.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
50.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
38.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
37.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
33.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
33.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
31.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
28.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
21.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
21.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
21.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
20.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
18.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
17.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.1
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
11.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
10.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
10.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
9.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
8.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
7.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
7.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
MPI 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
21.1
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
44.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
43.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
40.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
38.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
36.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
35.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
34.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
33.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
31.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
31.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
30.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
29.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
29.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
29.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
28.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
27.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
27.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
26.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
24.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
24.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
21.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
21.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
21.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
21.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
20.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
19.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
19.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
19.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
18.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
18.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
16.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
16.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
15.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
14.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
12.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.9
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.9
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.7
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.7
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.7
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.6
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.6
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.6
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.5
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.5
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.5
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.5
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.5
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.5
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.5
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
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Tumor
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
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Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.7
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
