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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.
MLX 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
38.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
80.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
78.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
73.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
72.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
71.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
68.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
67.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
67.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
63.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
63.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
60.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
60.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
59.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
59.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
59.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
58.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
57.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
57.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
57.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
56.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
55.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
55.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
55.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
54.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
54.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
54.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
52.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
52.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
51.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
51.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
51.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
51.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
50.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
50.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
50.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
50.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
50.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
50.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
50.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
49.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
49.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
49.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
49.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
49.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
49.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
48.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
48.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
48.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
48.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
48.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
48.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
48.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
47.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
47.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
47.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
47.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
46.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
46.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
46.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
46.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
46.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
46.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
46.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
45.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
45.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
45.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
45.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
45.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
45.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
45.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
45.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
44.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
44.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
44.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
44.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
44.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
44.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
43.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
43.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
43.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
43.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
43.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
42.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
42.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
42.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
42.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
42.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
42.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
42.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
42.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
42.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
42.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
42.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
41.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
41.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
41.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
40.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
40.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
40.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
40.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
40.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
40.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
40.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
40.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
39.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
39.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
39.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
39.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
39.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
39.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
39.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
39.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
39.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
39.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
39.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
39.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
38.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
38.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
38.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
38.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
38.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
37.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
37.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
37.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
37.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
37.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
37.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
37.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
37.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
37.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
37.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
36.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
36.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
36.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
36.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
36.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
36.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
35.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
35.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
35.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
35.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
35.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
35.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
35.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
35.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
34.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
34.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
34.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
34.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
34.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
34.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
34.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
33.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
33.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
33.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
33.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
33.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
33.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
33.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
32.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
32.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
32.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
32.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
32.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
31.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
31.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
31.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
31.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
31.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
31.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
30.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
30.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
29.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
29.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
29.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
29.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
28.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
28.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
28.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
28.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
28.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
27.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
27.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
27.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
27.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
26.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
26.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
25.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
25.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
23.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
23.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
23.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
23.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
21.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
19.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 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.
MLX 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
36.9
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
78.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
69.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
67.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
65.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
63.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
63.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
62.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
61.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
60.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
60.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
60.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
59.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
59.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
58.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
58.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
57.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
57.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
57.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
56.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
56.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
56.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
55.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
55.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
55.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
55.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
54.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
54.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
54.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
53.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
53.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
53.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
53.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
52.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
52.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
52.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
52.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
52.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
51.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
51.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
51.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
50.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
50.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
50.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
50.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
50.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
50.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
50.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
50.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
50.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
50.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
50.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
50.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
49.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
49.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
49.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
49.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
49.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
49.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
48.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
48.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
48.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
48.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
48.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
48.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
48.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
48.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
48.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
48.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
48.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
47.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
47.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
47.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
47.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
47.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
47.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
47.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
47.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
47.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
47.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
46.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
46.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
46.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
46.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
46.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
46.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
46.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
46.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
46.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
46.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
46.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
45.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
45.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
45.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
45.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
44.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
44.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
44.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
44.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
44.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
44.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
44.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
44.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
44.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
44.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
43.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
43.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
43.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
43.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
43.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
43.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
43.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
43.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
43.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
43.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
43.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
43.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
43.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
43.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
43.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
42.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
42.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
42.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
42.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
42.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
42.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
42.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
42.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
42.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
42.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
42.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
42.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
42.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
42.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
42.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
41.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
41.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
41.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
41.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
41.3
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
41.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
41.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
41.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
41.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
40.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
40.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
40.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
40.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
40.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
40.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
40.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
40.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
40.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
40.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
40.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
40.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
40.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
40.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
40.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
40.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
40.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
40.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
39.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
39.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
39.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
39.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
39.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
39.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
39.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
39.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
39.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
39.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
39.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
39.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
39.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
39.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
39.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
39.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
38.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
38.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
38.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
38.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
38.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
38.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
38.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
38.4
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
38.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
38.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
38.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
38.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
38.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
38.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
38.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
38.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
38.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
38.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
38.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
37.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
37.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
37.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
37.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
37.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
37.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
37.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
37.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
37.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
37.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
37.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
37.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
37.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
37.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
37.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
37.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
37.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
37.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
37.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
36.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
36.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
36.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
36.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
36.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
36.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
36.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
36.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
36.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
36.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
35.9
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
35.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
35.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
35.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
35.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
35.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
35.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
35.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
35.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
35.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
35.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
34.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
34.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
34.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
34.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
34.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
34.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
34.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
34.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
34.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
34.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
34.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
34.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
34.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
33.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
33.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
33.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
33.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
33.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
33.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
33.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
33.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
33.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
33.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
33.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
33.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
32.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
32.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
32.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
32.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
32.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
32.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
32.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
32.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
31.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
31.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
31.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
31.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
31.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
31.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
31.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
31.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
31.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
31.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
31.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
31.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
30.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
30.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
30.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
30.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
30.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
30.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
30.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
30.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
29.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.9
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
29.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
29.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
29.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
29.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
29.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
29.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
29.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
29.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
28.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
28.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
28.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.6
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
28.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
28.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
27.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
27.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
27.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
27.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
27.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
27.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
27.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
26.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
26.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
26.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
24.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
24.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
24.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
24.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
23.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
23.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
23.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
23.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
21.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
21.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
21.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
21.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
14.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MLX is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
36.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
76.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
68.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
62.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
57.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
55.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
55.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
55.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
54.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
54.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
54.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
46.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
46.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
46.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
46.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
44.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
43.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
43.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
43.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
43.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
43.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
43.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
42.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
42.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
42.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
41.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
41.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
40.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
39.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
39.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
39.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
39.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
38.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
37.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
37.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
37.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
37.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
37.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
36.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
36.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
36.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
36.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
35.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
35.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
35.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
35.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
34.9
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
34.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
34.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
34.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
34.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
33.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
33.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
32.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
32.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
32.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
32.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
31.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
30.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
30.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
30.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
30.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
29.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
28.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
27.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
27.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MLX 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
30.7
Number of samples
207
Samples
Sample
Description
TPM
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
68.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
65.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
59.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
54.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
53.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
53.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
50.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
49.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
49.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
49.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
47.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
46.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
46.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
46.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
46.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
46.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
45.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
44.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
44.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
44.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
44.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
43.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
42.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
41.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
41.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
41.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
41.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
41.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
40.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
40.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
40.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
39.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
39.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
39.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
39.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
38.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
38.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
38.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
37.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
37.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
37.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
36.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
36.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
36.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
35.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
34.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
33.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
33.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
33.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
32.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
32.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
32.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
32.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
31.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
31.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
31.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
31.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
30.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
30.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
29.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
29.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
29.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
29.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
29.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
29.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
29.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
29.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
29.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
29.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
28.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
28.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
28.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
28.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
28.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
28.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
28.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
27.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
27.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
27.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
27.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
27.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
26.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
26.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
26.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
26.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
26.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
26.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
26.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
25.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
25.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
25.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
25.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
25.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
24.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
24.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
24.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
24.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
24.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
23.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
23.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
23.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
22.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
22.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
21.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
20.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
18.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
14.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
