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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.
MIA2 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
19.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
105.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
59.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
49.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
45.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
39.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
36.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
35.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
35.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
33.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
33.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
33.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
31.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
31.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
30.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
29.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
28.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
28.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
26.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
23.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
23.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
23.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
22.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.3
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
20.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
19.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
18.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
18.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
18.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
17.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
17.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
16.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
16.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
15.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
14.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
14.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
13.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
13.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
12.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
12.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
12.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
12.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
12.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
12.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
11.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
11.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
11.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
10.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
10.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
9.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
9.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
9.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
8.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 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.
MIA2 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
23.6
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
51.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
45.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
45.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
43.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
43.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
40.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
39.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
38.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
38.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
38.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
38.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
37.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
37.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
36.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
35.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
35.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
35.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
35.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
34.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
34.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
34.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
33.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
33.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
32.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
32.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
32.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
32.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
31.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
31.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
31.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
30.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
30.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
30.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
30.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
29.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
29.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
29.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
29.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
29.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
29.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
29.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
29.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
29.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
29.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
28.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
28.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
28.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
27.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
27.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
27.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
27.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
27.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
27.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
27.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
27.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
27.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
26.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
26.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
26.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
26.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
26.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
26.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
26.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
26.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
26.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
26.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
26.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
25.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
25.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
25.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
25.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
25.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
25.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
25.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
25.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
25.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
24.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
24.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
23.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
23.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
23.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
23.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
22.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
22.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
22.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
22.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
22.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
22.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
22.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
21.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
21.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
21.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
20.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
20.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.3
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
20.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
19.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
19.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
19.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
19.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
18.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
18.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
18.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
17.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
17.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
17.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
17.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
16.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
15.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
15.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
MIA2 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
17.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
40.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
31.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
30.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
29.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
29.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
27.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
26.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
23.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
20.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
19.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
18.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
18.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
17.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
15.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
15.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
14.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
14.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
13.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
12.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
12.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
12.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
10.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
9.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
9.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
8.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
8.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MIA2 is potential prognostic, high expression is unfavorable 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
21.0
Number of samples
207
Samples
Sample
Description
TPM
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
70.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
43.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
42.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
41.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
39.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
38.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
37.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
35.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
35.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
32.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
32.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
31.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
30.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
28.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
27.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
27.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
27.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
26.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
25.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
24.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
24.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
23.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
23.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
23.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
21.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
21.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
21.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
21.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
21.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
20.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
20.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
18.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
17.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
17.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
16.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
16.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
14.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
14.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
13.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
8.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
