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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.
TVP23B 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
23.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
64.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
58.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
57.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
57.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
50.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
49.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
48.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
47.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
46.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
46.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
45.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
45.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
43.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
42.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
42.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
41.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
40.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
40.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
40.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
39.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
39.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
38.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
38.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
38.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
37.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
36.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
36.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
36.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
35.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
35.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
35.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
35.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
34.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
34.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
34.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
34.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
33.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
33.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
33.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
32.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
31.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
31.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
30.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
30.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
30.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
30.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
29.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
29.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
29.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
27.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
27.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
26.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
26.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
26.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
26.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
25.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
25.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
25.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
25.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
24.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
24.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
23.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
22.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
22.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
22.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
22.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
22.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
21.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
21.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
20.7
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
20.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
20.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
19.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
19.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
19.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
19.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
19.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
19.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
18.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
18.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
18.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.9
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
17.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
17.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
17.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
17.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
17.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
17.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
16.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
16.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
16.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
15.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
15.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
14.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
14.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
14.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
14.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
13.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
13.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
12.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
12.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
11.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
10.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 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.
TVP23B is potential prognostic, high expression is favorable 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
18.7
Number of samples
486
Samples
Sample
Description
TPM
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
68.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
57.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
44.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
41.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
38.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
37.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
36.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
35.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
35.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
35.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
34.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
34.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
34.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
34.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
34.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
33.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
33.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
32.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
32.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
32.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
31.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
31.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
31.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
31.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
30.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
30.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
30.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
30.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
29.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
29.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
29.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
28.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
28.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
27.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
27.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
27.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
27.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
27.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
26.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
26.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
25.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
25.7
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
25.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.8
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
24.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
24.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
24.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
24.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
24.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
23.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
23.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
23.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
22.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
22.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
22.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
21.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
21.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
21.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.7
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
20.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
20.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
19.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
19.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
19.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
19.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.0
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
18.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
18.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
18.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
17.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.6
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
16.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
16.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
16.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
15.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
15.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
15.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
14.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
14.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
14.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
14.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
14.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
14.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
13.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
13.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
13.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
12.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
12.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
12.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
12.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
12.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
11.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
11.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
10.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
10.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
10.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
10.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
10.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
10.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
9.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
9.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
8.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
8.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.1
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
7.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
7.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
6.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
5.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
5.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
3.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.0
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.
TVP23B 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
22.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
57.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
48.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
40.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
37.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
36.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
34.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
34.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
34.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
33.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
33.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
31.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
30.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
30.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
29.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
28.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
28.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
26.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
26.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
26.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
25.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
24.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
24.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
22.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
22.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
21.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
21.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
21.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
20.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
20.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
20.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
18.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
16.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.8
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
14.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
14.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
14.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
12.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.1
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.
TVP23B 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
15.6
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
37.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
31.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
30.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
29.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
27.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
27.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
27.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
26.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
23.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
23.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
23.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
22.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
22.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
21.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.1
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
20.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
19.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.2
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
18.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
17.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
14.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
14.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
13.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
13.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
12.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
11.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
11.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
10.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
9.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
9.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
9.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
8.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
8.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
7.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
7.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
5.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
3.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
2.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
1.8
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
1.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
1.5
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
1.3
41a04113-2061-4923-bca5-da586c_D2
Normal
1.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
1.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
1.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
1.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
1.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
1.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
1.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
1.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
1.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
1.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
1.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.9
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.9
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.9
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.8
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.8
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.7
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.7
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.6
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.6
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.5
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.4
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.5
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.5
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.6
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.7
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.7
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.7
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.8
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.8
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.8
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.8
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.8
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.9
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.9
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.9
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.9
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-1.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-1.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-1.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-1.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-1.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-1.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-1.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-1.3
b2400046-1d25-429d-a821-6040a6
Tumor
-1.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-1.5
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-1.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-1.6
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-1.7
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-1.8
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.8
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.8
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-1.9
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-1.9
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-1.9
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-1.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.9
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-2.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-2.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-2.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-2.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-2.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-2.7
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-2.8
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-2.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-3.7
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
