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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.
MAPK1IP1L is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
42.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
41.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
40.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
39.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
39.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
38.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
37.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
36.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
36.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
34.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
34.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
34.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
33.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
33.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
32.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
31.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
31.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
29.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
28.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
27.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
27.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
27.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
27.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
27.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
26.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
26.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
26.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
26.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
26.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
26.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
25.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
25.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
25.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
25.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
25.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
24.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
23.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
23.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
23.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
23.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
23.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
22.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
22.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
22.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
22.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
22.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
21.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
21.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
20.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
20.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
19.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
18.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
18.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
17.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
17.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
17.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
16.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
16.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
15.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
15.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
15.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
14.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
13.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
13.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
13.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
12.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
12.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
11.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
10.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.8
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.
MAPK1IP1L 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
40.0
Number of samples
486
Samples
Sample
Description
TPM
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
80.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
77.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
74.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
69.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
68.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
62.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
62.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
60.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
60.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
59.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
59.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
58.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
58.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
58.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
57.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
56.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
55.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
55.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
55.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
55.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
55.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
54.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
54.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
54.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
54.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
54.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
54.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
54.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
54.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
53.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
53.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
53.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
53.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
53.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
52.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
52.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
52.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
52.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
52.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
52.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
52.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
52.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
51.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
51.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
51.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
51.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
51.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
51.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
51.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
51.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
51.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
51.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
51.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
51.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
51.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
50.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
50.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
50.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
50.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
50.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
50.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
50.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
50.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
50.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
50.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
50.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
50.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
50.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
49.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
49.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
49.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
49.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
49.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
49.3
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
49.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
49.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
48.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
48.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
48.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
48.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
48.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
48.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
48.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
48.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
48.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
48.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
48.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
47.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
47.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
47.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
47.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
47.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
47.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
47.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
47.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
47.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
47.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
47.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
47.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
47.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
47.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
47.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
47.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
47.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
46.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
46.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
46.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
46.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
46.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
46.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
46.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
46.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
46.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
46.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
46.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
46.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
46.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
46.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
46.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
46.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
46.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
45.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
45.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
45.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
45.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
45.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
45.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
45.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
45.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
45.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
45.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
45.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
45.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
45.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
45.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
45.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
45.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
45.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
44.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
44.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
44.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
44.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
44.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
44.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
44.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
44.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
44.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
44.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
44.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
44.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
44.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
44.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
43.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
43.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
43.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
43.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
43.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
43.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
43.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
43.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
43.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
43.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
43.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
43.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
43.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
43.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
43.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
43.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
43.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
43.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
42.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
42.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
42.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
42.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
42.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
42.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
42.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
42.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
42.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
42.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
42.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
42.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
42.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
42.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
42.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
42.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
42.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
42.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
42.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
42.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
42.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
42.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
42.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
42.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
42.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
42.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
41.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
41.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
41.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
41.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
41.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
41.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
41.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
41.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
41.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
41.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
41.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
41.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
41.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
41.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
41.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
41.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
41.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
41.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
40.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
40.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
40.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
40.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
40.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
40.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
40.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
40.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
40.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
40.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
40.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
40.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
40.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
40.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
40.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
40.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
40.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
40.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
40.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
40.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
40.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
39.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
39.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
39.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
39.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
39.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
39.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
39.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
39.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
39.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
39.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
39.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
39.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
39.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
39.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
38.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
38.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
38.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
38.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
38.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
38.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
38.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
38.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
38.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
38.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
38.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
38.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
38.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
38.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
38.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
38.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
38.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
38.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.1
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
38.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
38.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
38.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
37.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
37.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
37.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
37.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
37.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
37.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
37.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
37.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
37.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
37.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
37.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
37.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
36.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
36.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
36.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
36.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
36.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
36.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
36.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
36.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
36.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
36.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
36.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
36.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
36.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
36.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
36.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
36.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
36.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
35.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
35.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
35.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
35.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
35.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
35.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
35.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
35.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
35.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
35.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
35.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
35.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
35.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
35.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
35.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
35.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
35.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
35.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
35.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
34.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
34.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
34.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
34.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
34.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
34.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
34.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
34.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
34.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
34.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
34.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
34.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
34.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
34.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
34.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
34.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
34.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
34.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
34.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
33.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
33.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
33.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
33.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
33.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
33.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
33.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
33.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
33.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
33.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
33.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
32.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
32.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
32.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
31.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
31.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
31.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
31.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
31.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
31.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
31.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
31.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
31.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
30.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
30.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
30.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
30.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
30.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
30.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
29.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
28.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
28.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
27.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
27.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
25.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
25.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
25.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
25.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
24.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
24.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
23.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
22.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
22.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
MAPK1IP1L 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
21.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
40.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
38.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
36.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
35.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
34.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
34.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
30.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
29.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
27.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
27.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
26.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
26.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
24.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
23.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
23.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
22.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
21.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
20.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
19.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
19.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
19.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
14.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
14.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
13.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
13.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.2
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.
MAPK1IP1L is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
38.9
Number of samples
207
Samples
Sample
Description
TPM
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
66.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
63.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
61.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
58.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
58.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
58.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
58.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
57.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
54.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
53.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
52.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
52.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
52.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
51.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
51.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
51.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
51.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
50.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
50.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
50.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
50.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
50.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
50.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
50.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
49.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
49.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
49.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
49.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
48.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
48.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
48.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
48.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
48.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
48.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
47.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
47.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
47.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
47.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
47.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
46.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
46.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
46.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
46.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
46.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
46.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
46.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
46.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
45.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
45.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
45.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
44.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
44.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
44.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
44.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
44.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
44.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
44.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
44.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
43.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
43.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
42.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
42.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
42.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
42.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
42.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
42.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
42.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
42.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
41.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
41.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
41.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
41.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
41.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
41.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
41.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
41.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
41.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
41.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
41.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
41.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
40.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
40.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
40.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
39.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
39.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
39.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
39.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
39.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
39.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
39.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
39.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
39.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
39.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
39.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
39.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
39.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
39.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
39.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
38.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
38.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
38.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
38.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
38.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
37.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
37.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
37.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
37.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
37.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
37.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
37.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
37.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
37.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
36.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
36.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
36.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
36.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
36.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
36.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
36.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
35.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
35.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
35.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
35.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
35.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
35.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
35.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
35.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
35.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
35.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
34.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
34.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
34.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
34.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
34.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
34.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
34.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
34.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
34.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
34.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
34.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
33.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
33.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
33.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
33.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
33.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
33.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
32.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
32.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
32.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
32.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
31.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
31.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
31.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
31.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
30.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
30.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
30.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
30.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
29.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
29.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
29.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
28.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
28.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
28.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
28.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
27.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
27.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
27.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
27.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
26.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
22.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.0
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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
