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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.
MELTF 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
20.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
178.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
137.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
126.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
108.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
104.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
102.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
99.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
93.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
77.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
74.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
73.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
68.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
67.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
63.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
54.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
52.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
52.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
48.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
47.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
46.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
45.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
44.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
44.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
42.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
42.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
41.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
40.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
39.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
37.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
37.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
36.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
35.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
35.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
32.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
31.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
29.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
28.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
27.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
27.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
27.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
27.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
27.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
25.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
25.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
25.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
24.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
23.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
23.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
20.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
18.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
18.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
18.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
18.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
17.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
17.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
15.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
15.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
15.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
14.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
14.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
14.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
13.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
13.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
13.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
13.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
12.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
12.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.9
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
11.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
11.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
11.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.7
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
10.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
9.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
9.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
9.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
9.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
8.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
8.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
8.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
8.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
8.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
8.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
7.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
7.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
7.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
7.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
7.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
6.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
6.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
6.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
6.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
6.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
5.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
5.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
5.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
5.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
4.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
4.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
4.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
4.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
4.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
4.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
3.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
3.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
3.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
3.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
2.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
2.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
1.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
1.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 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.
MELTF 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
25.9
Number of samples
486
Samples
Sample
Description
TPM
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
241.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
154.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
147.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
141.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
141.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
137.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
126.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
119.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
119.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
115.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
112.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
110.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
104.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
99.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
98.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
96.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
94.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
93.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
88.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
87.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
86.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
85.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
81.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
79.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
79.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
79.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
78.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
72.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
69.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
68.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
68.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
68.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
68.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
67.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
66.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
66.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
66.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
65.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
60.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
59.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
59.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
58.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
57.9
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
57.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
57.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
57.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
56.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
56.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
56.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
54.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
54.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
54.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
54.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
54.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
53.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
53.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
52.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
52.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
51.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
51.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
51.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
51.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
50.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
50.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
49.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
49.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
49.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
48.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
48.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
48.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
47.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
47.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
45.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
44.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
43.9
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
43.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
43.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
43.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
43.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
40.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
40.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
40.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
40.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
39.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
39.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
39.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
39.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
38.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
38.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
38.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
38.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
38.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
36.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
36.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
36.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
36.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
35.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
35.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
34.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
34.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
34.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
32.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
32.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
32.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
32.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
32.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
31.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
31.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
31.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
30.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
29.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
27.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
27.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
26.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
26.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
25.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
25.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
25.3
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
25.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
24.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
24.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
24.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
23.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
23.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
22.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
22.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
20.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
20.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
20.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
19.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
19.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
19.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
18.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
18.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
18.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
18.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
17.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
17.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
17.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
16.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.2
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
16.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
15.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
15.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
14.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
14.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
13.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
12.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
12.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
10.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
10.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
9.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
9.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
9.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
9.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
9.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
8.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
8.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
8.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
8.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
7.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
7.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
7.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
7.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
6.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
6.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
6.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
6.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
6.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
6.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
6.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
6.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
6.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
6.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
6.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
6.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
5.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
5.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
5.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
5.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
5.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
5.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
5.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
5.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
5.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
5.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
5.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
5.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
5.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
5.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
4.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
4.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
4.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
4.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
4.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
4.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
4.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
4.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
4.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
4.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
4.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
3.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
3.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
3.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
3.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
3.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
3.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
3.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
3.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
3.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
3.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
3.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
3.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
3.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
3.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
2.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
2.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
2.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
2.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
2.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
2.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
2.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
1.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
MELTF 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
20.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
184.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
86.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
57.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
57.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
54.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
53.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
50.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
41.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
41.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
39.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
37.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
37.6
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
37.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
33.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
31.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
30.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
29.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
25.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
21.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
18.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
17.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
16.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
13.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
11.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
11.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
11.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
10.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
8.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
8.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
7.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
6.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
5.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
5.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
5.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
5.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
4.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.2
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.
MELTF 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
21.3
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
213.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
192.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
123.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
92.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
67.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
66.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
62.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
61.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
60.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
59.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
59.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
58.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
53.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
51.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
50.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
49.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
46.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
45.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
42.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
40.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
39.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
39.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
37.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
37.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
36.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
35.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
34.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
34.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
32.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
29.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
26.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
26.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
25.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
23.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
23.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
22.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
22.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
20.9
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
20.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
19.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
19.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
15.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
14.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
12.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.2
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
11.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
10.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
9.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.6
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
8.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
7.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
7.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
7.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
7.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
7.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
6.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
6.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
5.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
5.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
5.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
5.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
5.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
5.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
5.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
5.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
4.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
4.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
4.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
4.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
4.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
3.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
3.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
3.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
3.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
3.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
2.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
2.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
