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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.
TRABD 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
29.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
75.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
74.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
72.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
67.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
65.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
64.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
62.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
58.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
57.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
55.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
55.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
54.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
53.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
53.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
51.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
50.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
49.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
49.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
49.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
47.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
47.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
46.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
45.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
45.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
45.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
45.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
45.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
45.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
44.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
43.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
43.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
43.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
42.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
42.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
42.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
42.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
41.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
41.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
41.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
41.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
40.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
40.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
40.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
40.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
39.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
39.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
39.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
39.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
39.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
38.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
38.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
38.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
38.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
38.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
37.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
37.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
37.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
37.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
37.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
37.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
37.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
36.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
36.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
36.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
36.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
35.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
35.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
35.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
35.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
34.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
34.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
34.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
34.2
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
34.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
34.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
33.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
33.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
33.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
33.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
33.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
33.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
32.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
32.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
32.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
32.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
31.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
31.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
31.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
31.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
30.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
30.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
30.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
30.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
30.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
30.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
30.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
29.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
29.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
29.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
29.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
29.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
28.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
28.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
27.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
27.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
27.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
27.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
26.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
26.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
26.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
26.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
26.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
25.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
25.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
25.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
25.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
25.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
24.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
24.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
24.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
24.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
23.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
23.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
23.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
22.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
22.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
22.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
22.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
22.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
21.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
20.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
20.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.9
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
19.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
18.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
18.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
17.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
17.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
15.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
15.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
13.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
12.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
11.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
9.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRABD is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.1
Number of samples
486
Samples
Sample
Description
TPM
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
58.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
55.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
54.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
51.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
51.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
50.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
49.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
47.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
46.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
46.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
46.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
45.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
45.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
45.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
44.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
43.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
43.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
42.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
42.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
42.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
42.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
41.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
41.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
41.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
41.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
40.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
40.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
39.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
39.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
39.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
38.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
37.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
37.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
37.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
36.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
36.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
36.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
36.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
36.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
36.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
34.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
34.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
33.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
33.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
33.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
33.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
33.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
32.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
32.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
32.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
32.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
32.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
32.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
31.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
31.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
31.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
31.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
31.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
30.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
30.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
30.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
30.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
30.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
30.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
30.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
30.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
29.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
29.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
29.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
29.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
29.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
28.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
28.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
27.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
27.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
27.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
27.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
26.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
26.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
26.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
26.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
26.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
25.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
25.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
25.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
25.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
25.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
25.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
24.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
24.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
24.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
24.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
24.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
23.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
23.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
23.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
23.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
23.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
23.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
22.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
22.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
22.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
22.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
22.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
22.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
22.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
21.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
21.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
21.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.2
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
20.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
20.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
20.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
20.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
20.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
19.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
19.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
19.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
19.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
18.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
18.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
18.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
18.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
18.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
18.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
18.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
18.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
17.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
16.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
16.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
16.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
15.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
15.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
14.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
13.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
12.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
12.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TRABD 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
25.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
82.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
59.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
53.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
47.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
47.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
45.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
45.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
43.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
41.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
38.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
38.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
37.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
33.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
33.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
32.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
32.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
32.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
31.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
31.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
30.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
28.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
28.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
27.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
26.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
25.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
25.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
24.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
24.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
24.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
24.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
23.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
22.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
21.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
20.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
20.1
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
20.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
19.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
19.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
10.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 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.
TRABD 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
19.5
Number of samples
207
Samples
Sample
Description
TPM
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
44.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
43.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
35.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
34.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
33.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
32.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
32.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
31.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
31.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
29.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
29.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
29.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
28.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
28.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
27.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
26.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
25.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
25.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
25.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
25.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
23.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
23.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
23.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
23.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
22.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
21.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
21.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
21.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
20.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
19.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
19.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
19.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
18.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
18.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
17.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
17.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
17.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
16.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
15.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
15.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
15.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
14.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
11.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
10.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.9
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.9
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.4
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.3
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.5
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.6
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.7
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.8
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
