We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
MMP24OS 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
44.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
162.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
151.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
132.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
125.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
122.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
102.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
100.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
96.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
94.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
92.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
91.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
91.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
89.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
89.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
88.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
87.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
87.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
86.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
85.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
82.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
80.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
78.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
78.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
78.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
77.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
77.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
77.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
76.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
76.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
76.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
76.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
76.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
74.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
73.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
73.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
73.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
73.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
72.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
71.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
71.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
71.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
70.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
69.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
69.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
69.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
65.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
65.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
64.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
64.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
64.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
63.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
63.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
63.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
63.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
63.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
62.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
61.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
60.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
60.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
60.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
58.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
58.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
58.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
57.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
56.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
56.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
56.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
55.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
55.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
55.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
55.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
55.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
54.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
54.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
54.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
54.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
53.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
53.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
53.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
53.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
51.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
49.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
48.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
48.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
47.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
47.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
47.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
47.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
46.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
46.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
45.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
45.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
45.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
45.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
45.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
45.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
45.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
44.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
44.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
44.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
44.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
44.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
43.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
43.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
43.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
42.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
42.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
42.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
42.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
41.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
41.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
41.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
40.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
40.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
40.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
40.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
40.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
40.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
39.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
39.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
39.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
39.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
39.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
39.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
39.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
39.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
39.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
39.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
38.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
38.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
38.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
38.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
38.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
38.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
37.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
37.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
36.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
36.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
36.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
36.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
35.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
35.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
35.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
35.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
35.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
35.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
34.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
34.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
34.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
34.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
33.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
33.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
32.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
32.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
32.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
32.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
32.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
32.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
31.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
31.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
31.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
30.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
30.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
30.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
30.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
30.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
30.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
30.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
30.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
30.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
29.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
29.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
29.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
29.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
28.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
28.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
27.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
26.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
25.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
23.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
21.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
19.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
17.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
17.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
15.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
13.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
13.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
11.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
7.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
7.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
4.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MMP24OS 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
52.7
Number of samples
486
Samples
Sample
Description
TPM
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
151.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
136.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
135.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
131.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
131.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
127.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
125.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
113.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
113.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
111.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
110.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
109.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
105.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
103.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
103.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
102.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
101.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
100.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
100.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
98.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
97.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
96.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
95.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
95.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
94.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
94.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
94.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
94.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
93.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
92.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
91.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
91.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
91.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
91.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
90.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
90.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
90.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
90.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
89.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
89.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
89.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
89.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
88.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
88.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
87.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
87.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
86.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
84.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
83.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
83.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
81.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
80.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
80.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
80.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
79.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
79.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
78.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
78.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
77.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
77.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
77.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
76.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
76.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
75.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
75.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
74.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
74.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
74.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
73.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
73.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
73.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
72.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
72.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
72.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
71.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
71.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
71.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
71.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
71.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
71.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
71.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
71.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
70.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
70.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
70.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
70.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
69.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
69.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
68.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
68.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
68.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
68.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
67.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
67.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
67.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
66.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
66.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
66.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
66.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
65.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
65.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
65.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
64.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
64.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
64.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
64.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
64.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
64.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
64.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
63.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
63.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
62.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
62.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
62.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
62.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
62.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
62.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
62.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
62.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
62.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
61.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
61.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
61.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
61.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
61.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
61.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
61.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
61.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
60.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
60.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
60.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
60.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
60.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
60.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
60.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
60.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
60.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
60.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
59.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
59.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
59.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
58.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
58.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
58.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
58.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
58.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
58.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
58.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
58.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
58.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
57.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
57.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
57.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
57.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
57.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
56.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
56.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
56.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
56.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
56.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
56.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
56.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
56.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
56.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
56.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
56.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
55.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
55.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
55.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
55.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
55.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
55.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
55.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
55.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
55.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
55.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
55.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
54.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
54.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
54.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
54.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
54.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
54.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
54.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
54.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
54.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
54.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
53.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
53.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
53.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
53.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
53.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
53.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
53.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
53.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
53.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
53.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
53.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
53.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
53.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
53.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
53.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
52.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
52.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
52.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
51.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
51.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
51.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
51.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
51.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
51.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
51.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
51.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
51.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
51.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
51.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
51.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
50.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
50.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
50.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
50.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
50.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
50.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
50.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
50.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
50.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
50.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
50.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
49.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
49.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
49.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
49.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
49.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
49.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
49.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
49.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
49.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
49.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
49.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
48.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
48.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
48.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
48.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
48.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
48.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
48.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
48.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
48.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
48.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
47.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
47.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
47.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
47.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
47.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
47.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
47.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
47.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
47.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
46.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
46.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
46.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
46.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
46.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
46.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
46.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
46.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
46.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
46.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
46.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
45.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
45.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
45.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
45.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
45.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
45.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
45.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
45.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
44.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
44.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
44.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
44.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
44.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
44.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
44.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
44.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
44.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
44.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
44.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
44.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
43.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
43.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
43.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
43.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
43.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
43.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
43.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
43.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
43.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
43.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
43.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
42.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
42.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
42.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
42.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
42.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
42.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
42.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
42.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
42.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
42.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
42.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
41.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
41.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
41.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
41.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
41.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
41.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
41.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
41.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
41.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
41.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
41.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
41.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
41.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
41.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
41.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
40.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
40.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
40.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
40.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
40.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
40.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
40.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
40.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
40.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
40.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
40.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
39.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
39.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
39.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
39.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
39.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
39.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
39.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
39.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
39.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
39.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
39.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
38.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
38.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
38.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
38.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
38.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
38.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
38.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
38.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
38.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
38.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
38.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
38.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
37.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
37.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
37.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
37.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
37.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
37.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
37.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
37.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
37.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
37.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
36.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
36.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
36.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
36.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
36.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
36.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
36.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
36.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
36.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
36.0
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
35.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
35.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
34.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
34.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
34.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
34.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
33.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
33.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
33.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
33.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
33.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
32.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
32.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
32.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
31.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
31.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
31.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
30.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
29.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
29.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
29.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
28.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
28.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
27.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
27.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
27.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
27.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
24.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
23.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
20.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
19.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.9
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.
MMP24OS 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
47.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
134.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
129.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
114.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
92.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
90.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
83.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
77.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
77.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
76.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
76.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
76.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
75.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
68.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
67.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
66.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
66.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
66.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
66.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
64.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
62.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
62.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
62.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
58.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
58.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
58.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
57.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
54.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
54.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
53.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
53.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
53.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
53.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
51.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
48.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
48.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
48.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
47.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
47.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
47.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
46.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
45.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
44.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
43.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
42.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
42.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
42.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
41.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
41.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
38.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
37.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
36.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
36.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
36.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
35.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
35.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
35.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
33.9
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
33.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
33.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
32.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
30.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
30.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
27.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
26.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
24.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
21.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
21.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
18.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
18.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 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.
MMP24OS 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
54.8
Number of samples
207
Samples
Sample
Description
TPM
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
127.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
112.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
108.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
106.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
99.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
96.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
96.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
96.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
95.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
95.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
94.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
94.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
93.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
92.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
86.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
84.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
82.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
81.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
79.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
78.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
77.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
77.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
77.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
76.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
76.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
76.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
76.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
76.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
75.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
74.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
73.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
72.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
72.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
72.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
71.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
71.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
70.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
68.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
68.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
68.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
68.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
67.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
67.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
66.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
66.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
66.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
66.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
65.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
65.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
65.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
65.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
65.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
65.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
65.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
64.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
63.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
63.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
63.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
63.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
62.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
62.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
62.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
62.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
62.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
62.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
62.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
62.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
62.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
62.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
61.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
61.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
61.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
61.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
60.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
59.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
59.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
59.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
59.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
58.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
58.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
58.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
57.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
57.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
57.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
57.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
56.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
56.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
56.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
55.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
55.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
55.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
55.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
55.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
55.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
54.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
54.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
54.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
53.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
53.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
52.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
52.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
52.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
52.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
52.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
52.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
51.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
51.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
51.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
51.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
50.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
50.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
50.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
50.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
49.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
49.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
49.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
49.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
48.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
47.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
47.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
47.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
47.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
47.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
46.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
46.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
46.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
46.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
46.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
45.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
45.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
45.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
45.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
45.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
45.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
45.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
45.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
44.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
44.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
44.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
44.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
44.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
44.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
43.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
43.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
43.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
43.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
43.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
43.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
43.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
42.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
42.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
42.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
42.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
42.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
42.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
42.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
41.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
41.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
41.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
41.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
41.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
40.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
40.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
40.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
39.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
39.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
38.9
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
38.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
38.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
38.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
38.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
37.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
37.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
37.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
37.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
36.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
36.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
36.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
35.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
34.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
34.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
34.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
34.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
31.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
31.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
31.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
30.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
30.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
28.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
28.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
27.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
25.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.7
Show allShow less
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.
The Human Protein Atlas project is funded
