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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.
EMG1 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
33.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
98.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
97.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
89.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
84.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
77.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
67.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
66.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
66.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
64.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
60.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
58.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
56.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
56.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
55.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
54.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
53.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
53.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
53.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
52.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
52.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
52.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
52.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
51.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
50.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
50.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
50.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
50.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
49.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
48.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
47.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
47.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
47.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
46.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
46.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
46.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
45.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
45.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
45.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
45.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
45.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
45.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
44.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
43.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
43.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
43.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
42.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
42.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
42.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
42.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
42.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
41.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
41.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
41.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
40.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
40.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
40.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
40.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
40.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
40.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
39.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
39.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
39.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
39.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
38.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
38.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
38.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
38.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
38.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
38.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
37.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
37.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
37.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
37.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
37.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
37.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
37.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
37.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
36.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
36.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
36.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
36.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
35.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
35.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
35.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
35.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
35.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
35.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
35.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
34.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
34.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
34.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
34.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
34.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
34.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
34.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
33.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
33.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
33.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
33.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
33.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
33.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
33.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
32.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
32.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
32.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
31.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
31.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
31.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
31.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
31.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
31.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
31.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
31.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
31.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
30.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
29.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
29.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
29.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
28.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
28.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
28.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
27.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
27.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
27.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
27.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
27.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.1
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
27.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
26.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
26.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
26.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
26.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
26.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
26.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
25.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
25.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
25.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
25.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
24.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
23.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
23.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
23.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
23.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
22.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
21.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
20.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
20.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
18.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
17.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
17.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
17.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
16.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
13.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EMG1 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
17.6
Number of samples
486
Samples
Sample
Description
TPM
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
126.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
40.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
39.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
36.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
34.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
34.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
31.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
31.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
30.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
30.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
29.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
29.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
28.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
27.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
26.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
26.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
26.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
26.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
26.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
25.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
24.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
23.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
23.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
23.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
22.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
22.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
22.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
22.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
21.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
21.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
20.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
20.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
20.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
19.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
19.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
18.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
18.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
18.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
17.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
17.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
17.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
17.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
16.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
16.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
16.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
14.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
14.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
14.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
14.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
14.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
13.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
12.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
12.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
11.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
10.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.1
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
10.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
10.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
10.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
9.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
9.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
8.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
8.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
7.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
7.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.3
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.
EMG1 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
33.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
168.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
74.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
72.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
65.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
54.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
53.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
52.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
51.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
51.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
42.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
42.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
41.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
41.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
41.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
39.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
38.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
38.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
38.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
37.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
37.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
36.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
36.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
36.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
36.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
36.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
36.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
35.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
35.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
34.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
33.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
33.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
33.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
32.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
32.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
32.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
31.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
31.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
31.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
31.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
31.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
30.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
30.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
30.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
29.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
29.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
28.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
27.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
26.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
25.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
25.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
24.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
18.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
18.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 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.
EMG1 is potential prognostic, high expression is favorable 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
14.8
Number of samples
207
Samples
Sample
Description
TPM
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
44.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
40.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
31.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
22.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
21.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
20.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
20.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
20.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
19.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
18.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
17.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
17.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
16.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
13.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
13.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
10.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
10.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
9.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
8.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
7.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
6.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
4.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
1.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.9
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.8
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.8
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.7
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.7
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
0.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.6
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.6
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.5
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.2
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Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
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Tumor
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
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Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.4
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.5
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.5
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.5
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.6
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.6
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.6
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.6
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.7
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.7
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.7
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.7
b2400046-1d25-429d-a821-6040a6
Tumor
-0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.7
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.7
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.8
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.8
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.8
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.8
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.8
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.8
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.9
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.9
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-1.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-1.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-1.4
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-1.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-1.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-1.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.6
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
