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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.
TMC4 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
13.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
77.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
75.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
75.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
67.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
63.5
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
60.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
55.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
54.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
53.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
50.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
47.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
46.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
46.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
46.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
46.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
45.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
44.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
44.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
44.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
42.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
42.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
42.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
41.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
40.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
39.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
39.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
38.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
37.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
37.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
36.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
36.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
35.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
35.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
34.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
33.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
33.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
32.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
32.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
32.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
32.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
30.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
29.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
27.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
27.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
26.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
26.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
25.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
24.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
22.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
21.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
20.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
18.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
17.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
17.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
16.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
15.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
13.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
12.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
8.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
5.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
5.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
4.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
3.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
3.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
3.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
3.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
2.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
2.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
2.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
2.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
1.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
1.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
1.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
1.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
1.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
1.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
1.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
1.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
0.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
0.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
0.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
0.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
0.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
0.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
0.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
0.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
0.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
0.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
0.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
0.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
0.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
0.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
0.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
0.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
0.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
0.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
0.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
0.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
0.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
0.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
0.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
0.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
0.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
0.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
0.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
0.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
0.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
0.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
0.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
0.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
0.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
0.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
0.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
0.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
0.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
0.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
0.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
0.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
0.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
0.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
0.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
0.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
0.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
0.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
0.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
0.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
0.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
0.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
0.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
0.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
0.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
0.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
0.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
0.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
0.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
0.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
0.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
0.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
0.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
0.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
0.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
0.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
0.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
0.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
0.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
0.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
0.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
0.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
0.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
0.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
0.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
0.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
0.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
0.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
0.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
0.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
0.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
0.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
0.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
0.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
0.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
0.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
0.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
0.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
0.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
0.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
0.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
0.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
0.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
0.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
0.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
0.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
0.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
0.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
0.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
0.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
0.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
0.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 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.
TMC4 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
9.9
Number of samples
486
Samples
Sample
Description
TPM
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
120.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
64.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
46.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
44.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
43.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
42.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
41.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
40.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
40.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
40.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
39.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
39.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
38.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
38.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
38.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
37.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
36.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
36.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
34.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
34.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
34.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
33.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
31.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
31.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
30.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
30.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
29.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
29.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
28.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
27.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
27.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
27.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
24.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
24.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
23.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
22.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
22.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
21.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
21.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
21.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
20.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
20.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
19.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
18.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.0
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
17.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
17.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
17.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
17.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
17.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.7
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
16.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
13.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
12.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
11.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
10.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
9.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
9.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
9.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
8.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
8.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
8.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
7.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
7.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
7.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
6.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
6.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
6.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
6.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
6.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
6.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
5.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
5.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
5.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
5.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
4.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
4.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
4.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
4.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
4.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
4.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
4.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
3.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
3.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
3.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
3.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
3.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
2.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
1.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
1.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
1.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
1.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
1.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
1.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
1.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
1.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
1.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
1.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
0.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
0.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
0.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
0.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
0.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
0.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
0.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
0.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
0.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
0.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
0.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
0.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
0.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
0.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
0.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
0.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
0.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
0.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
0.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
0.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
0.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
0.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
0.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
0.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
0.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
0.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
0.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
0.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
0.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
0.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
0.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
0.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
0.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
0.0
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
0.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
0.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
0.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
0.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
0.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
0.0
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
0.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
0.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
0.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
0.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
0.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
0.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
0.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
0.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
0.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
0.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
0.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
0.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
0.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
0.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
0.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
0.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
0.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
0.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
0.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
0.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
0.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
0.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
0.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
0.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
0.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
0.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
0.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
0.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
0.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
0.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
0.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
0.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
0.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
0.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
0.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
0.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
0.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
0.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
0.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
0.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
0.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
0.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
0.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
0.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
0.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
0.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
0.0
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
0.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
0.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
0.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
0.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
0.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
0.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
0.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
0.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
0.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
0.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
0.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
0.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
0.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
0.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
0.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
0.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
0.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
0.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
0.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
0.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
0.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
0.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
0.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
0.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
0.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
0.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
0.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
0.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
0.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
0.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
0.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
0.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
0.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
0.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
0.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
0.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
0.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
0.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
0.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
0.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
0.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
0.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
0.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
0.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
0.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
0.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
0.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
0.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
0.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
0.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
0.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
0.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
0.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
0.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
0.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
0.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
0.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
0.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
0.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
0.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
0.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
0.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
0.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
0.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
0.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
0.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
0.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
0.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
0.0
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
0.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
0.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
0.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
0.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
0.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
0.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
0.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
0.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
0.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
0.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
0.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
0.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
0.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
0.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
0.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
0.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
0.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
0.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
0.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
0.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
0.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
0.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
0.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
0.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
0.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
0.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
0.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
0.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
0.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
0.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
0.0
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
0.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
0.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
0.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
0.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
0.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
0.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
0.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
0.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
0.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
0.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
0.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
0.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
0.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
0.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
0.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
0.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
0.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
0.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
0.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
0.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
0.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
0.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
0.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
0.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
0.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
0.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
0.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
0.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 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.
TMC4 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
13.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
59.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
58.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
57.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
55.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
43.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
42.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
42.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
37.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
35.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
33.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
33.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
29.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
28.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
26.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
22.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
21.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
13.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
11.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
10.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
6.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
5.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
4.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
2.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
2.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
1.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
0.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
0.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
0.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
0.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
0.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
0.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
0.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
0.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
0.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
0.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
0.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
0.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
0.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
0.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
0.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
0.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
0.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
0.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
0.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
0.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
0.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
0.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
0.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
0.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
0.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
0.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
0.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
0.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
0.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
0.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
0.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
0.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
0.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
0.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
0.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
0.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
0.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
0.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
0.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
0.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 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.
TMC4 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
10.2
Number of samples
207
Samples
Sample
Description
TPM
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
65.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
55.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
44.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
43.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
41.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
40.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
37.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
35.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
35.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
33.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
31.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
31.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
31.8
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
30.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
26.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
25.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
25.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
25.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
23.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
23.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
22.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
22.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
22.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
21.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
20.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
18.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
17.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
15.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
15.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
14.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
10.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
7.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
7.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
7.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
7.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
6.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
5.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
4.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
2.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
2.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
1.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
0.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
0.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
0.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
0.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
0.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
0.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
0.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
0.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
0.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
0.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
0.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
0.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
0.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
0.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
0.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
0.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
0.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
0.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
0.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
0.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
0.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
0.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
0.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
0.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
0.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
0.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
0.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
0.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
0.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
0.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
0.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
0.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
0.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
0.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
0.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
0.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
0.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
0.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
0.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
0.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
0.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
0.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
0.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
0.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
0.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
0.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
0.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
0.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
0.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
0.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
0.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
0.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
0.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
0.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
0.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
0.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
0.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
0.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
0.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
0.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
0.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
0.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
0.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
0.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
0.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
0.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
0.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
0.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
0.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
0.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
0.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
0.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
0.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
0.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
0.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
0.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
0.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
0.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
0.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
0.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
0.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
0.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
0.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
0.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
0.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
0.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
0.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
0.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
1.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
1.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
1.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.2
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.3
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.7
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.9
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-1.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-1.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-1.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
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
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_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
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
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
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
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
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
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
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_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
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
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
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
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
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
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
