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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MT1F 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
30.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
439.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
166.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
151.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
149.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
145.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
140.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
120.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
119.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
111.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
106.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
106.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
105.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
105.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
100.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
100.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
97.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
94.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
89.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
82.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
77.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
76.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
73.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
73.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
72.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
68.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
64.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
57.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
56.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
56.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
54.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
53.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
53.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
52.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
52.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
51.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
51.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
50.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
48.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
48.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
47.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
46.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
46.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
46.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
45.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
44.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
43.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
43.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
42.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
41.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
41.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
41.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
41.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
39.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
39.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
39.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
38.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
37.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
37.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
36.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
36.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
35.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
35.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
35.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
35.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
35.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
33.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
33.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
33.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
33.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
32.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
32.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
32.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
32.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
32.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
30.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
30.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
29.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
29.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
29.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
28.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
28.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
26.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
26.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
25.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
22.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
21.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
21.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.3
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
18.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
17.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
17.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
16.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
16.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
16.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.6
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
15.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
15.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.7
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
13.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
13.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
12.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
12.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
11.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
10.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
10.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
9.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
8.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
8.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
8.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
8.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
7.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
7.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
7.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
7.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
6.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.0
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
6.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
5.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
5.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
5.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
4.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
4.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
4.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
3.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
3.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
3.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
2.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 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.
MT1F 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
19.2
Number of samples
486
Samples
Sample
Description
TPM
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
307.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
133.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
129.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
121.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
92.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
83.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
79.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
78.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
76.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
75.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
73.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
72.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
71.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
70.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
67.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
65.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
62.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
61.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
53.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
52.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
52.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
51.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
50.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
49.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
49.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
49.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
48.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
48.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
48.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
48.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
45.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
45.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
45.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
43.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
43.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
43.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
43.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
42.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
42.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
42.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
41.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
41.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
40.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
39.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
39.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
38.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
38.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
38.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
38.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
37.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
37.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
37.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
37.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
37.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
37.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
37.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
36.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
36.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
35.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
35.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
34.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
34.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
33.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
32.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
32.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
32.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
31.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
31.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
31.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
31.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
30.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
29.9
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
29.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
28.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
27.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
26.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
26.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
25.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
25.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
25.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
25.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
23.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
23.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
23.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
22.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
22.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
21.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
21.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
21.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
20.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
19.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
19.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
17.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
17.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
16.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
16.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
16.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
16.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
15.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
15.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
14.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
13.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
13.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
13.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
12.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
12.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
11.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
11.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
11.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
10.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
10.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
10.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
10.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
10.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
9.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
9.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
9.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
9.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
9.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
9.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
9.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
8.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
8.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
8.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
8.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
8.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
8.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
8.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
8.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
8.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
7.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
7.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
7.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
7.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
7.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
7.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
7.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
7.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
7.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
7.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
6.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
6.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
6.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
6.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
6.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
6.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
6.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
6.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
5.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
5.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
5.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
5.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
5.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
5.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
5.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
5.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
5.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
5.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
5.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
5.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
5.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
5.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
5.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
5.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
5.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
5.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
4.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
4.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
4.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
4.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
4.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
4.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
4.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
4.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
4.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
4.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
4.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
4.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
4.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
4.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
4.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
4.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
3.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
3.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
3.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
3.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
3.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
3.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
3.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
3.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
3.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
3.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
3.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
3.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
3.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
3.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
2.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
2.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
2.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
2.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
2.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
2.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
2.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
2.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
2.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
2.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
1.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
1.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
1.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
1.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
1.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
0.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
MT1F 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
31.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
176.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
159.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
140.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
115.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
89.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
81.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
79.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
71.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
71.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
62.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
59.7
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
54.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
53.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
53.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
49.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
49.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
49.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
48.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
47.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
46.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
41.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
39.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
36.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
36.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
34.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
33.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
32.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
28.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
27.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
26.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
26.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
23.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
20.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
19.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
15.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
15.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
14.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
14.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
11.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
10.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
8.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
8.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
5.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
4.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
3.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 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.
MT1F 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
16.3
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
126.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
85.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
75.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
70.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
57.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
56.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
54.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
51.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
49.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
48.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
42.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
40.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
39.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
39.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
36.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
36.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
34.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
34.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
33.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
33.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
32.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
32.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
31.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
30.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
30.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
29.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
27.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
27.8
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
24.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
22.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
21.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
19.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
16.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
15.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
9.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
8.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
8.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
8.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
8.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
8.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
7.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
6.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
6.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
6.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
6.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
5.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
5.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
5.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
5.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
5.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
5.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
4.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
4.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
4.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
4.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
4.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
4.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
3.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
3.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
3.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
3.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
3.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
3.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
2.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
2.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
2.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
2.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
2.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
2.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
2.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
2.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
2.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
2.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
2.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
1.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
1.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
1.3
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
0.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
0.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
