We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
TPRKB 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
41.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
118.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
84.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
82.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
76.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
73.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
72.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
70.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
70.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
68.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
67.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
66.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
66.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
66.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
65.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
64.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
64.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
64.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
64.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
62.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
62.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
61.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
60.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
59.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
59.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
59.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
58.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
57.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
57.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
57.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
57.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
56.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
56.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
56.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
55.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
55.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
55.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
55.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
53.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
53.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
52.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
52.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
52.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
52.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
51.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
51.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
50.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
50.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
50.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
50.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
50.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
49.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
49.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
49.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
48.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
48.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
48.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
47.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
47.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
47.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
47.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
47.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
47.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
46.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
46.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
46.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
46.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
46.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
45.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
45.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
45.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
45.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
45.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
45.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
45.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
45.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
45.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
45.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
44.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
44.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
44.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
44.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
44.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
44.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
43.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
43.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
43.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
43.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
43.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
43.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
43.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
43.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
43.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
43.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
43.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
43.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
43.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
42.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
42.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
42.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
42.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
42.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
42.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
42.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
41.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
41.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
41.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
41.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
41.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
41.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
41.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
40.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
40.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
40.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
40.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
40.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
40.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
39.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
39.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
39.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
39.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
39.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
39.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
39.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
39.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
39.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
39.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
39.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
38.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
38.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
38.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
38.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
38.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
38.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
38.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
37.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
37.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
37.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
37.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
37.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
37.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
37.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
37.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
37.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
37.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
36.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
36.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
36.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
36.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
36.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
36.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
35.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
35.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
35.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
35.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
35.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
35.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
35.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
35.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
35.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
35.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
34.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
34.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
34.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
34.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
34.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
34.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
34.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
34.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
33.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
33.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
33.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
33.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
33.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
33.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
32.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
32.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
32.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
32.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
32.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
32.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
32.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
31.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
31.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
31.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
31.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
31.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
31.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
31.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
31.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
31.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
31.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
30.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
30.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
30.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
30.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
30.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
29.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
29.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
29.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
29.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
29.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
29.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
29.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
28.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
28.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
28.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
28.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
27.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
27.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
27.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
26.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
25.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
25.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
25.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
24.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
21.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 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.
TPRKB is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.2
Number of samples
486
Samples
Sample
Description
TPM
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
33.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
31.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
29.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
28.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
26.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
26.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
25.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
25.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
25.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
24.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
24.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
22.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
22.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
22.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
22.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
21.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
21.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
21.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
21.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
21.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
20.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
20.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
20.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
20.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
19.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
18.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
18.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
17.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
17.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
17.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
17.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
16.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
15.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
15.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.4
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
15.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
15.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
15.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.9
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
14.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
14.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
14.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
14.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
14.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
13.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
13.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
13.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
13.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
13.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
13.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
13.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
13.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
12.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
12.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
12.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
12.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
12.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
12.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
12.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
11.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
11.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
11.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
11.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
11.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
10.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
10.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
10.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.0
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
9.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
9.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
8.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
8.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
8.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
8.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
8.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
8.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
8.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
8.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
8.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
8.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
8.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
7.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
7.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
7.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
7.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
7.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
7.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
7.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
7.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
7.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
7.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
7.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
7.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
7.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
7.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
7.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
7.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
6.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
6.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
6.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
6.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
6.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
6.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
6.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
6.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
6.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
6.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
6.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
6.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
6.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
6.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
6.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
5.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
5.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
5.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
5.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
5.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
5.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
5.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
5.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
5.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
5.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
5.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
5.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
4.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
4.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
4.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
4.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
4.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
4.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
4.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
4.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
4.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
4.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
4.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
4.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
4.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
3.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
3.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
3.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
3.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
3.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
3.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
3.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
2.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
2.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
2.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
2.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
1.5
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.
TPRKB 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
45.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
94.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
83.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
78.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
74.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
73.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
72.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
68.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
67.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
67.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
66.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
65.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
63.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
62.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
61.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
59.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
59.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
58.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
57.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
57.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
57.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
56.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
56.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
56.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
56.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
55.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
54.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
54.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
52.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
51.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
50.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
50.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
47.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
47.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
47.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
47.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
47.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
45.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
45.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
43.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
43.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
43.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
43.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
42.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
42.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
42.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
42.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
41.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
41.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
41.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
40.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
40.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
40.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
40.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
39.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
39.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
39.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
39.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
38.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
38.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
38.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
37.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
37.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
36.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
36.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
35.6
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
35.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
34.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
33.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
33.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
32.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
31.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
31.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
29.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
28.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
27.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
26.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.2
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
TPRKB 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
12.4
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
28.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
27.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
27.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
25.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
23.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.8
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
18.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
17.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
15.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
14.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
14.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
14.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
13.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
13.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
12.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
12.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
12.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.0
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
11.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
10.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.9
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
9.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
9.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
9.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
9.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.8
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
8.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
8.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
8.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
7.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
7.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
6.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
6.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
6.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
4.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
4.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
4.4
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
4.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
3.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
3.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
3.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
3.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
3.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
2.4
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
1.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
1.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.8
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.6
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.6
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.4
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.4
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.4
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.3
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.0
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.0
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.0
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.6
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.8
b2400046-1d25-429d-a821-6040a6
Tumor
-1.0
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
