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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.
EMP2 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
36.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
102.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
91.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
75.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
73.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
72.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
72.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
70.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
69.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
66.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
65.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
65.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
63.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
63.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
62.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
61.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
61.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
61.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
61.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
60.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
60.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
59.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
58.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
57.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
57.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
57.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
56.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
56.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
56.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
55.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
55.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
55.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
55.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
54.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
54.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
54.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
52.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
52.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
52.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
52.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
51.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
51.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
51.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
51.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
50.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
50.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
50.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
49.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
49.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
49.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
49.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
49.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
49.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
49.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
48.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
48.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
48.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
48.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
47.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
47.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
47.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
47.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
46.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
45.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
45.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
45.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
45.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
45.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
45.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
45.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
44.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
44.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
44.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
44.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
44.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
44.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
44.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
44.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
43.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
43.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
43.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
42.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
42.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
42.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
42.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
42.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
41.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
41.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
41.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
41.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
41.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
41.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
41.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
41.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
41.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
40.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
40.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
40.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
40.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
40.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
40.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
39.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
39.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
39.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
39.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
39.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
39.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
38.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
38.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
38.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
38.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
37.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
37.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
37.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
37.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
36.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
36.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
36.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
36.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
36.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
35.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
35.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
35.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
35.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
35.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
35.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
34.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
34.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
34.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
34.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
34.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
34.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
33.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
33.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
33.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
33.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
33.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
33.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
32.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
32.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
31.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
31.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
31.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
31.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
30.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
29.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
29.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
29.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.9
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
28.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
28.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
28.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
28.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
27.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
27.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
27.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
27.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
27.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
27.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
26.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
26.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
26.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
25.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
25.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
24.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
24.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
23.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
22.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
21.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
21.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
21.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
20.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
19.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
18.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
18.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
17.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
16.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
16.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
16.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
15.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
15.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
8.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 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.
EMP2 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
78.6
Number of samples
486
Samples
Sample
Description
TPM
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
191.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
182.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
180.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
174.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
173.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
170.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
169.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
162.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
159.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
150.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
150.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
148.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
147.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
141.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
140.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
137.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
136.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
135.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
134.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
134.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
133.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
133.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
132.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
132.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
132.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
130.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
130.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
129.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
128.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
126.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
126.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
125.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
125.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
124.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
123.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
123.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
123.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
123.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
123.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
120.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
119.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
119.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
118.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
118.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
117.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
116.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
116.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
116.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
116.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
115.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
115.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
114.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
114.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
113.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
112.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
112.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
111.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
111.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
109.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
109.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
109.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
109.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
109.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
108.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
108.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
108.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
108.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
107.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
107.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
107.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
106.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
106.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
106.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
105.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
105.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
105.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
104.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
104.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
104.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
104.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
104.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
103.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
102.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
102.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
102.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
102.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
102.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
102.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
102.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
102.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
102.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
101.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
101.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
101.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
100.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
100.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
100.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
100.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
100.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
100.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
99.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
99.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
98.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
98.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
98.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
98.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
98.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
97.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
97.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
97.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
97.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
96.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
96.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
96.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
96.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
96.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
95.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
95.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
95.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
95.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
94.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
94.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
94.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
94.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
94.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
94.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
93.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
93.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
93.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
93.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
93.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
93.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
93.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
92.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
92.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
92.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
92.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
92.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
92.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
92.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
91.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
91.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
91.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
91.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
91.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
91.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
91.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
90.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
90.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
90.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
90.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
90.2
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
90.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
90.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
90.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
89.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
89.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
89.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
89.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
89.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
89.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
89.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
89.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
89.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
88.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
88.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
88.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
88.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
88.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
88.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
88.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
88.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
87.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
87.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
87.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
87.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
87.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
87.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
86.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
86.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
86.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
86.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
86.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
85.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
85.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
85.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
85.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
85.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
85.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
84.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
84.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
84.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
84.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
84.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
83.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
83.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
83.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
83.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
83.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
83.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
83.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
82.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
82.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
82.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
82.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
82.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
82.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
82.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
81.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
81.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
81.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
81.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
81.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
81.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
81.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
81.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
80.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
80.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
80.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
80.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
79.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
79.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
78.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
78.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
78.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
78.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
77.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
77.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
77.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
77.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
77.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
77.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
77.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
77.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
76.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
76.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
76.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
76.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
76.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
76.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
76.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
76.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
76.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
76.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
75.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
75.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
75.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
75.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
74.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
74.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
74.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
74.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
74.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
74.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
74.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
73.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
73.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
73.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
73.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
73.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
73.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
73.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
73.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
72.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
72.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
72.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
72.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
72.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
72.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
72.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
72.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
72.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
72.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
72.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
72.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
72.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
72.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
72.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
71.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
71.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
71.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
71.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
71.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
70.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
70.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
70.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
70.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
70.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
70.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
69.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
69.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
69.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
69.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
69.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
69.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
69.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
69.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
68.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
68.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
68.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
68.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
68.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
68.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
67.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
67.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
67.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
67.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
67.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
67.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
67.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
67.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
67.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
67.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
66.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
66.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
66.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
66.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
66.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
66.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
65.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
65.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
65.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
65.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
64.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
64.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
64.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
64.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
64.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
64.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
64.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
64.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
64.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
64.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
64.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
63.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
63.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
63.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
63.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
63.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
63.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
63.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
63.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
63.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
63.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
63.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
63.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
63.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
63.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
62.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
62.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
62.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
62.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
62.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
62.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
62.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
61.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
61.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
61.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
60.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
60.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
60.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
60.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
59.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
59.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
59.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
59.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
59.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
59.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
58.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
58.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
58.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
58.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
58.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
57.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
57.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
57.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
57.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
56.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
56.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
56.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
56.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
56.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
56.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
56.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
56.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
56.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
55.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
55.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
55.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
55.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
55.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
55.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
55.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
55.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
55.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
55.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
55.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
55.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
54.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
54.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
54.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
54.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
54.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
53.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
53.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
53.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
53.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
52.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
52.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
52.4
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
52.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
52.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
52.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
52.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
50.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
50.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
49.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
49.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
48.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
48.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
48.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
47.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
47.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
47.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
47.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
47.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
47.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
46.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
46.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
46.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
46.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
45.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
45.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
45.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
44.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
44.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
43.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
43.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
42.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
41.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
41.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
41.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
41.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
40.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
40.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
40.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
39.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
38.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
37.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
36.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
36.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
36.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
35.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
34.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
34.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
34.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
33.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
33.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
33.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
30.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
23.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
22.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
15.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.1
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.
EMP2 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
36.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
90.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
86.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
77.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
63.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
61.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
61.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
58.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
58.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
57.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
56.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
55.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
52.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
51.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
51.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
50.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
49.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
49.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
48.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
48.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
48.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
48.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
47.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
47.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
46.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
46.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
46.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
45.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
44.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
44.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
43.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
43.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
43.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
43.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
41.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
41.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
40.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
38.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
38.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
37.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
36.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
36.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
34.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
33.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
33.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
32.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
30.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
30.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
28.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
27.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
26.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
25.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
23.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
23.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
23.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
20.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
15.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
7.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 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.
EMP2 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
70.4
Number of samples
207
Samples
Sample
Description
TPM
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
202.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
186.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
151.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
149.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
147.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
146.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
142.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
140.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
136.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
129.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
122.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
122.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
118.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
116.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
114.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
112.9
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
111.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
111.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
110.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
108.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
105.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
104.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
103.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
102.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
102.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
101.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
101.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
100.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
98.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
97.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
96.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
96.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
95.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
95.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
95.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
93.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
92.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
91.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
90.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
89.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
89.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
89.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
89.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
88.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
86.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
85.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
85.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
83.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
83.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
83.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
82.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
82.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
82.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
81.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
81.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
81.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
81.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
81.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
80.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
80.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
79.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
79.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
78.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
77.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
77.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
77.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
77.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
77.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
76.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
76.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
76.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
76.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
75.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
74.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
74.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
74.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
72.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
72.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
72.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
71.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
71.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
71.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
71.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
70.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
70.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
70.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
70.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
70.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
69.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
69.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
69.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
69.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
69.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
68.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
68.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
68.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
68.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
68.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
67.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
67.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
67.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
66.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
66.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
66.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
66.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
66.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
65.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
65.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
64.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
64.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
63.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
63.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
63.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
63.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
63.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
63.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
63.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
61.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
61.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
61.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
61.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
60.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
60.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
60.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
59.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
59.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
58.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
58.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
58.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
58.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
57.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
57.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
56.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
56.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
56.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
56.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
56.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
56.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
56.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
56.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
55.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
55.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
55.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
54.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
53.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
53.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
53.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
52.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
52.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
52.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
52.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
52.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
52.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
51.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
51.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
51.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
50.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
50.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
49.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
49.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
49.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
49.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
48.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
48.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
48.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
47.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
47.4
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
47.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
46.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
46.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
46.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
45.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
45.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
45.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
45.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
44.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
44.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
44.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
43.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
43.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
42.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
42.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
42.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
41.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
41.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
40.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
38.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
38.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
38.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
36.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
35.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
35.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
34.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
34.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
34.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
33.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
33.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
30.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
29.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
29.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
23.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
