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.
COX16 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
42.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
123.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
120.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
118.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
103.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
98.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
88.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
85.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
84.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
82.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
78.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
78.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
77.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
74.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
71.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
67.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
67.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
66.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
66.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
65.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
64.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
63.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
62.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
62.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
62.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
62.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
61.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
61.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
60.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
59.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
57.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
57.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
57.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
56.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
56.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
56.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
55.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
55.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
55.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
55.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
55.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
55.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
55.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
55.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
54.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
54.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
53.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
53.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
52.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
52.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
52.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
52.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
51.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
51.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
51.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
51.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
51.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
51.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
50.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
50.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
50.5
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
50.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
50.0
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
50.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
49.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
49.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
49.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
48.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
48.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
48.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
48.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
47.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
47.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
47.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
47.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
47.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
47.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
47.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
46.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
46.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
46.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
46.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
46.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
46.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
46.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
46.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
46.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
46.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
45.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
45.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
44.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
44.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
44.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
44.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
44.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
43.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
43.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
43.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
43.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
43.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
43.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
43.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
43.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
43.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
43.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
42.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
42.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
42.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
42.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
42.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
41.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
41.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
41.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
41.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
41.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
41.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
40.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
40.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
40.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
40.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
40.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
40.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
40.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
40.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
40.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
40.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
40.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
39.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
39.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
39.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
39.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
39.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
38.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
38.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
38.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
38.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
38.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
38.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
38.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
38.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
38.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
37.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
37.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
37.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
37.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
36.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
36.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
36.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
36.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
35.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
35.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
35.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
35.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
35.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
35.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
35.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
35.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
35.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
35.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
35.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
35.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
35.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
35.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
35.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
34.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
34.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
34.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
34.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
34.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
34.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
34.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
33.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
33.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
33.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
33.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
33.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
33.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
33.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
33.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
32.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
32.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
32.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
32.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
32.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
32.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
32.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
31.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
31.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
31.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
31.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
31.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
30.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
30.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
30.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
30.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
30.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
30.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
30.2
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
30.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
30.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
30.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
30.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
29.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
29.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
29.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
29.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
29.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
28.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
28.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
28.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
28.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
27.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
27.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
27.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
26.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
23.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
23.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
21.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
21.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
18.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 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.
COX16 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
16.3
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
32.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
31.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
30.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
29.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
28.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
28.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
26.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
26.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
25.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
25.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
25.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
23.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
23.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
23.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
22.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
22.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
22.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
22.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
22.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
22.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
21.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
21.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
21.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
21.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
20.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
20.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
20.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
20.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
19.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
19.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
19.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
19.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
19.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
19.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
18.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
18.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
18.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
18.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
17.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
17.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
17.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
17.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
17.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.2
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
17.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
16.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
16.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
16.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.7
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
16.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
16.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
16.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
15.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
15.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
15.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
15.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
15.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
15.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
14.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
14.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
14.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
14.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
14.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
14.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
14.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
14.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
14.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.5
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
13.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
13.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.9
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
12.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
12.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.6
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
11.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.6
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
10.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
10.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
10.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
10.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
9.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
8.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
8.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
8.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
7.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.1
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.5
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.
COX16 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
42.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
84.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
83.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
80.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
76.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
67.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
66.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
66.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
66.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
63.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
59.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
58.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
56.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
56.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
55.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
55.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
54.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
53.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
53.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
53.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
52.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
52.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
52.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
51.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
51.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
51.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
50.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
49.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
49.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
48.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
47.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
46.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
46.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
45.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
45.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
45.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
44.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
44.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
43.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
43.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
42.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
42.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
42.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
41.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
41.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
40.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
40.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
40.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
39.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
39.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
38.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
38.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
38.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
37.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
36.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
36.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
33.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
33.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
32.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
32.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
32.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
31.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
30.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
30.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
30.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
30.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
30.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
30.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
29.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
27.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
26.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
25.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
25.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
24.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
23.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
22.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
21.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 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.
COX16 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
13.3
Number of samples
207
Samples
Sample
Description
TPM
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
36.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
29.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
28.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
24.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
23.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
20.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
20.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
20.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
17.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
16.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
15.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
15.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.0
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
14.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
14.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
13.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
12.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
12.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
10.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
10.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
10.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
9.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
9.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
9.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
9.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
9.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
9.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
9.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
8.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
8.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
8.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
8.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
8.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
7.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
7.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
7.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.0
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
