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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.
MIX23 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
46.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
143.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
98.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
96.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
96.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
92.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
92.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
91.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
85.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
85.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
84.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
83.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
79.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
78.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
77.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
75.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
74.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
73.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
73.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
73.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
73.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
72.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
72.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
72.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
69.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
68.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
68.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
67.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
67.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
66.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
66.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
66.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
66.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
66.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
65.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
64.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
64.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
64.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
63.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
62.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
62.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
61.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
61.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
61.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
60.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
60.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
60.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
59.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
58.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
58.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
58.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
58.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
58.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
58.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
57.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
57.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
57.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
57.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
57.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
56.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
56.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
56.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
55.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
55.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
55.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
55.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
55.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
54.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
54.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
54.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
54.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
53.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
53.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
53.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
53.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
53.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
53.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
53.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
53.1
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
53.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
53.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
52.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
52.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
52.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
52.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
51.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
51.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
51.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
51.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
51.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
51.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
50.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
50.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
50.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
49.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
49.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
49.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
49.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
49.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
49.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
49.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
49.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
48.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
48.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
48.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
47.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
47.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
47.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
47.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
46.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
46.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
46.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
46.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
46.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
46.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
45.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
45.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
45.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
45.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
45.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
45.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
45.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
45.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
45.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
44.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
44.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
44.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
44.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
43.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
43.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
43.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
43.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
43.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
43.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
43.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
43.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
43.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
42.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
42.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
42.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
42.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
42.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
42.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
42.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
42.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
42.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
41.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
41.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
41.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
41.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
41.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
40.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
40.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
40.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
40.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
39.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
39.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
39.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
39.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
39.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
39.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
39.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
38.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
38.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
38.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
38.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
37.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
37.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
37.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
37.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
37.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
37.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
37.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
36.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
36.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
36.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
36.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
36.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
36.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
36.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
36.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
35.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
35.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
35.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
35.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
35.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
35.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
35.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
35.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
35.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
35.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
34.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
34.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
34.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
34.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
34.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
33.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
33.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
33.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
33.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
33.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
32.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
32.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
32.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
32.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
32.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
31.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
31.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
31.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
30.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
29.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
29.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
29.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
29.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
27.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
26.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
22.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
22.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
14.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 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.
MIX23 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
24.6
Number of samples
486
Samples
Sample
Description
TPM
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
80.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
62.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
50.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
49.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
49.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
47.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
46.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
46.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
45.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
45.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
44.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
44.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
43.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
42.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
41.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
40.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
40.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
40.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
40.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
40.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
39.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
39.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
39.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
39.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
38.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
38.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
38.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
38.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
38.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
38.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
38.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
37.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
37.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
36.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
36.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
36.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
36.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
35.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
35.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
34.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
34.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
34.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
34.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
33.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
33.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
33.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
33.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
33.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
33.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
33.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
32.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
32.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
32.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
32.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
32.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
31.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
31.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
31.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
31.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
31.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
31.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
31.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
31.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
30.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
30.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
30.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
30.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
30.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
30.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
29.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
29.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
29.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
29.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
29.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
28.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
28.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
28.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
28.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
27.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
27.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
27.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
27.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
26.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
26.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
26.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
26.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
26.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
25.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
25.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
25.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
24.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
24.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
24.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
24.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
24.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.4
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
23.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
23.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
23.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
23.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
23.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
23.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
23.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
22.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
22.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.4
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
22.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
22.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
22.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
21.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
21.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
21.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
21.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
20.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
20.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
20.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
20.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
20.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
20.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
20.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
19.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
19.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
19.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
18.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
18.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
17.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
17.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
17.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
16.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
15.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
15.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
13.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
13.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
9.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.9
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.
MIX23 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
49.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
115.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
107.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
83.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
81.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
77.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
76.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
75.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
75.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
74.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
71.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
69.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
69.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
68.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
66.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
65.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
64.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
64.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
63.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
62.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
59.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
59.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
58.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
58.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
57.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
57.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
56.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
56.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
55.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
54.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
54.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
53.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
53.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
53.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
52.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
52.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
52.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
51.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
51.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
51.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
50.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
50.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
50.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
50.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
49.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
49.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
49.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
49.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
48.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
47.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
47.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
46.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
45.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
45.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
44.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
44.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
44.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
43.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
43.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
42.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
42.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
42.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
41.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
40.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
39.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
39.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
37.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
35.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
33.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
33.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
33.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
32.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
30.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
30.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
29.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
28.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
25.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
23.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 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.
MIX23 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
22.2
Number of samples
207
Samples
Sample
Description
TPM
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
50.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
42.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
41.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
40.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
40.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
39.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
39.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
37.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
37.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
36.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
36.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
36.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
36.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
35.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
35.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
35.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
33.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
33.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
32.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
31.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.9
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
30.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
28.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
28.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
28.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
28.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
28.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
27.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
27.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
27.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
26.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
26.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
26.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
25.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
24.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
24.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
24.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
23.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
22.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
22.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
22.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
22.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
21.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
21.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
21.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
21.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
21.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
20.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
20.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
19.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
17.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
17.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
16.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
15.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
14.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
14.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
12.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
12.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
11.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
8.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.4
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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
