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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.
TMED1 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
27.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
58.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
57.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
54.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
47.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
46.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
46.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
45.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
44.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
43.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
43.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
42.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
41.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
39.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
39.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
39.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
39.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
38.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
37.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
37.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
37.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
37.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
37.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
37.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
37.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
37.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
37.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
36.6
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
36.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
36.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
36.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
35.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
35.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
35.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
35.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
35.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
35.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
35.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
34.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
34.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
34.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
34.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
34.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
33.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
33.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
33.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
33.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
33.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
33.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
32.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
32.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
32.2
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
31.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
31.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
31.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
31.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
31.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
30.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
30.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
30.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
30.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
30.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
29.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
29.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
29.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
29.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
29.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
29.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
29.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
29.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
28.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
28.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
28.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
28.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
28.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
28.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
28.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
27.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
27.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
26.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
26.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
26.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
26.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
26.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
25.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
25.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
25.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
25.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
25.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
24.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
24.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
24.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
24.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
23.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
23.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
22.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
22.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
22.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
22.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
21.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
21.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
21.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
21.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
21.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
20.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
20.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
19.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
18.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
15.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
14.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
14.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
TMED1 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
14.1
Number of samples
486
Samples
Sample
Description
TPM
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
32.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
27.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
27.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
26.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
26.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
24.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
22.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
21.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
21.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
21.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
20.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
20.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
19.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
19.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
19.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
18.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
18.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
18.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
18.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
17.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
17.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
17.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
17.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
17.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
17.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
17.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
16.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
16.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
16.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
16.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
15.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
15.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
15.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
15.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
15.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
14.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
14.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
14.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
14.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
14.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
13.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
13.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
13.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
12.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
12.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
12.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
11.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
11.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
11.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
11.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
11.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
11.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
10.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
10.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
10.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.5
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
10.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
10.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
10.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
10.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
10.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
10.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
10.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
9.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
9.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
9.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
8.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
8.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
8.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
7.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
5.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
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.
TMED1 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
26.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
57.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
50.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
50.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
44.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
44.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
44.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
42.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
42.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
36.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
35.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
33.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
32.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
31.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
30.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
30.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
30.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
29.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
29.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
29.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
29.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
28.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
28.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
28.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
28.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
28.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
28.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
27.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
27.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
27.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
25.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
25.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
25.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
24.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
23.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
22.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
22.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
20.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
20.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
19.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
18.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
17.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
17.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
16.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
15.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
TMED1 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.1
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
20.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
19.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
18.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
15.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
14.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
13.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
13.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
13.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
13.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
12.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
11.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
11.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
9.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
9.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.9
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.7
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.5
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
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Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
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Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
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Normal
0.0
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.2
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.3
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.5
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.8
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
