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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.
TRA2A 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
35.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
70.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
70.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
69.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
65.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
61.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
61.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
61.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
58.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
55.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
54.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
54.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
54.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
54.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
53.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
53.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
53.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
51.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
50.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
49.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
49.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
48.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
48.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
47.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
47.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
47.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
47.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
46.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
45.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
45.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
45.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
45.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
44.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
44.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
44.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
44.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
44.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
44.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
44.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
44.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
44.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
44.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
43.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
43.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
43.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
43.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
43.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
43.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
43.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
42.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
42.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
42.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
42.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
42.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
42.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
42.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
41.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
41.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
41.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
41.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
41.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
41.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
41.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
41.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
41.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
40.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
40.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
40.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
40.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
40.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
40.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
39.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
39.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
39.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
39.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
39.0
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
39.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
38.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
37.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
37.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
37.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
37.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
37.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
36.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
36.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
36.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
36.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
36.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
36.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
36.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
36.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
35.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
35.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
35.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
35.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
35.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
35.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
35.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
35.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
35.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
35.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
34.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
34.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
34.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
34.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
34.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
34.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
33.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
33.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
33.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
33.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
33.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
33.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
33.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
33.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
33.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
32.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
32.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
32.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
32.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
32.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
32.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
32.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
32.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
32.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
32.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
32.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
32.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
32.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
32.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
31.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
31.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
31.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
31.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
31.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
31.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
31.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
31.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
31.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
31.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
30.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
30.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
30.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
30.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
30.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
30.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
30.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
30.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
29.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
29.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
29.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
29.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
29.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
29.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
29.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
29.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
29.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
28.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
28.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
28.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
27.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
27.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
27.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
27.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
27.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
26.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
25.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
25.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
25.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
25.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
24.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
24.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
24.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
23.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
23.6
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
22.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
22.9
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
21.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
20.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 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.
TRA2A 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
17.4
Number of samples
486
Samples
Sample
Description
TPM
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
32.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
32.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
30.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
30.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
29.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
28.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
28.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
27.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
26.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
26.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
25.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
25.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
24.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
23.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
23.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
23.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
23.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
23.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
22.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.6
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
22.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
22.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
21.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
21.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
21.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
21.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
21.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
20.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
20.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
20.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
20.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
20.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
19.9
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
19.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
19.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
18.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
18.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
18.3
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
18.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
17.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
17.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
17.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
17.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
17.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
17.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
17.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
16.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
16.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
16.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.2
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.2
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
15.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
15.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
15.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
15.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
15.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
15.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
15.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
15.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
14.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
14.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
14.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
14.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
14.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
14.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
14.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
14.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
13.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
13.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
13.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
13.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
13.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
13.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
13.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
12.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
12.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
12.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
12.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
11.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.8
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
10.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
9.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
9.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
8.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
TRA2A 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
36.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
68.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
61.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
58.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
55.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
50.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
49.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
49.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
49.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
49.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
48.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
48.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
47.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
47.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
46.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
46.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
46.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
45.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
44.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
44.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
43.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
43.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
43.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
43.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
42.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
42.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
41.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
41.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
39.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
39.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
39.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
39.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
38.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
38.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
38.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
38.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
37.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
37.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
37.2
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
37.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
37.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
36.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
36.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
35.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
35.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
34.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
34.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
34.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
34.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
33.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
33.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
32.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
32.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
32.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
31.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
31.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
31.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
30.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
30.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
30.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
30.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
29.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
28.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
28.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
27.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
25.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
24.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
19.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 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.
TRA2A 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
18.1
Number of samples
207
Samples
Sample
Description
TPM
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
44.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
31.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
29.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
28.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
27.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
26.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
26.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
25.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
25.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
24.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
24.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
24.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
24.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
24.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
24.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
23.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
23.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.9
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
22.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
22.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
22.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
22.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
22.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
21.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
21.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
20.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
20.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
19.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
19.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
19.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
19.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
18.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
18.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
18.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
18.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
18.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
18.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
17.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
17.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
17.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
16.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
15.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
15.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
14.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
14.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.6
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
13.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
13.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
12.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
12.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
11.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
11.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
10.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
9.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.6
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
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Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
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Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
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Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
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Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
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Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.5
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.9
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
