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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.
REEP4 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
28.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
67.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
64.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
60.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
60.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
58.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
58.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
56.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
55.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
55.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
54.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
54.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
54.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
53.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
51.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
51.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
51.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
50.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
50.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
49.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
48.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
47.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
47.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
46.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
45.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
45.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
45.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
45.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
45.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
44.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
44.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
44.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
44.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
43.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
43.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
42.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
42.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
42.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
42.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
41.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
41.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
41.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
41.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
40.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
40.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
39.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
39.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
39.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
39.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
39.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
39.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
38.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
38.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
38.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
37.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
37.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
37.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
37.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
37.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
36.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
36.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
36.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
36.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
36.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
35.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
35.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
35.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
34.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
34.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
34.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
34.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
34.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
33.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
33.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
33.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
33.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
33.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
33.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
31.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
31.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
31.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
31.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
31.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
31.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
30.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
30.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
30.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
30.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
29.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
29.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
29.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
29.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
28.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.3
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
27.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
26.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
26.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
26.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
26.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
25.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
25.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
23.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
23.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
23.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
22.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
21.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.1
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
21.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
20.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
20.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
17.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
16.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
16.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
16.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
16.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
16.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
15.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
15.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
15.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
14.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
14.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
14.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
13.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
12.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
9.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
REEP4 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.0
Number of samples
486
Samples
Sample
Description
TPM
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
82.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
70.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
57.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
56.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
54.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
54.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
53.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
52.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
51.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
51.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
50.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
48.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
48.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
47.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
47.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
46.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
46.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
46.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
45.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
45.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
44.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
44.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
44.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
44.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
44.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
43.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
43.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
43.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
43.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
42.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
42.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
42.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
42.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
42.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
41.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
41.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
41.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
41.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
40.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
40.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
40.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
39.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
39.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
39.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
39.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
39.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
39.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
39.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
39.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
38.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
38.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
38.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
38.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
38.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
37.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
37.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
37.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
37.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
37.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
37.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
37.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
36.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
35.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
35.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
34.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
34.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
34.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
34.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
34.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
34.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
33.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
33.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
33.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
33.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
33.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
32.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
32.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
32.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
32.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
32.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
32.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
32.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
32.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
31.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
31.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
31.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
31.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
31.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
31.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
31.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
31.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
30.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
30.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
30.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
30.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
30.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
30.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
30.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
29.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
29.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
29.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
28.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
28.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
28.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
28.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
28.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
28.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
28.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
28.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
28.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
27.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
27.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
27.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
27.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
27.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
26.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
26.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
26.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
26.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
26.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
26.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
25.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
25.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
25.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
25.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
24.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
24.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
24.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
24.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
24.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
23.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
23.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
23.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
23.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
23.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
23.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
22.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
22.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
22.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
21.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
20.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
19.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
19.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
18.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
16.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
15.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
14.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
13.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
REEP4 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
24.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
54.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
52.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
50.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
48.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
47.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
44.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
44.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
40.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
37.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
34.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
34.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
33.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
33.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
33.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
32.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
31.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
31.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
30.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
30.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
30.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
29.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
29.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
29.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
27.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
26.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.2
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
23.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
22.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
22.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
20.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
20.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
18.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
18.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
16.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
16.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
15.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
14.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
11.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
9.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
REEP4 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
20.2
Number of samples
207
Samples
Sample
Description
TPM
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
43.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
38.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
37.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
37.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
36.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
36.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
35.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
34.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
34.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
34.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
30.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
29.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
28.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
27.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
27.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
26.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
26.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
26.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
25.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
25.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
25.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
24.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
23.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
23.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.8
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
22.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
21.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
21.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
20.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
20.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
20.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
19.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
19.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
18.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
18.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
18.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
17.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
17.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
17.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
16.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
16.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
15.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
15.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
14.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
14.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
13.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.6
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.6
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.7
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.7
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.7
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.8
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.8
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.8
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.9
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.9
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.9
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-1.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-1.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_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
