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.
AGTRAP 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
40.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
92.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
83.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
76.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
76.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
74.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
74.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
72.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
72.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
71.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
70.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
70.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
69.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
69.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
68.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
68.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
67.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
66.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
66.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
64.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
64.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
63.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
63.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
62.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
62.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
62.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
62.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
61.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
61.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
60.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
60.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
59.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
59.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
58.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
58.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
58.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
58.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
57.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
57.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
57.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
55.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
55.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
55.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
54.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
54.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
54.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
54.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
53.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
53.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
52.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
52.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
52.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
52.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
52.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
51.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
51.5
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
51.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
51.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
51.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
51.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
51.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
50.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
50.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
49.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
49.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
49.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
49.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
48.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
48.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
48.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
48.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
47.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
47.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
47.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
47.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
47.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
47.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
46.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
46.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
46.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
46.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
46.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
46.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
46.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
46.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
46.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
45.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
45.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
45.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
45.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
45.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
45.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
45.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
44.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
44.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
44.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
44.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
43.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
43.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
43.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
43.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
43.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
43.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
43.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
43.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
42.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
42.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
42.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
42.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
41.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
41.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
41.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
41.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
41.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
41.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
41.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
40.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
40.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
39.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
39.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
39.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
39.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
39.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
39.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
39.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
39.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
38.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
38.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
38.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
38.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
38.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
38.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
37.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
37.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
37.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
37.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
37.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
37.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
37.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
36.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
36.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
36.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
36.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
36.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
36.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
36.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
35.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
35.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
35.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
35.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
35.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
35.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
35.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
34.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
34.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
34.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
34.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
34.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
34.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
34.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
34.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
34.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
34.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
34.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
34.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
34.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
34.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
33.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
33.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
33.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
32.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
32.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
32.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
32.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
32.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
32.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
32.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
32.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
31.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
31.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
31.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
31.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
31.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
31.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
31.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
30.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
30.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
30.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
30.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
29.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
29.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
29.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
29.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
28.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
28.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
28.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
28.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
28.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
27.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
27.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
25.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
23.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
23.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
23.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
22.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
22.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
22.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
22.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
21.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AGTRAP is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.6
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
60.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
60.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
57.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
55.6
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
50.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
50.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
49.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
46.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
46.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
45.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
45.4
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
44.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
44.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
44.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
42.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
42.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
41.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
41.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
41.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
40.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
40.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
40.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
40.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
40.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
39.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
39.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
38.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
38.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
37.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
37.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
37.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
37.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
37.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
37.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
37.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
36.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
36.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
36.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
36.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
35.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
35.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
35.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
35.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
34.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
34.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
34.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
34.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
33.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
33.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
33.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
33.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
33.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
33.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
33.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
33.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
33.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
32.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
32.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
32.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
32.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
32.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.0
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
31.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
31.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
31.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
31.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
31.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
31.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
31.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
31.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
31.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
30.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
30.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
30.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
30.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
30.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
30.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
30.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
30.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
30.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
30.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
30.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
29.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
29.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
29.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
29.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
29.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
29.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
29.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
29.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
29.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
28.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
28.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
28.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
27.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
27.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
27.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
27.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
27.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
27.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.2
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
27.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
26.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
26.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
26.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
26.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
26.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
26.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
26.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
25.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
25.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
25.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
25.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
24.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
24.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
24.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
24.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
24.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
24.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
23.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
23.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
23.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
23.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
23.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
23.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
23.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
23.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
23.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
23.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
22.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
22.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
22.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
22.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
22.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
22.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
22.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
22.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
21.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
21.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
21.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
21.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
21.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
20.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
20.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
20.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
20.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
20.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
20.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
20.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
20.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
20.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
19.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
19.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
19.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
19.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
19.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
19.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
18.9
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
18.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.5
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
18.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
18.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
18.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
17.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
17.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
17.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
15.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
14.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
14.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
14.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
14.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
13.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
13.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
13.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.1
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
12.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
12.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
12.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
11.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
8.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
8.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
AGTRAP 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
35.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
102.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
63.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
51.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
50.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
50.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
50.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
49.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
48.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
48.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
48.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
48.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
47.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
47.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
46.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
46.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
45.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
45.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
45.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
45.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
44.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
44.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
44.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
44.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
43.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
42.7
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
42.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
41.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
40.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
39.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
39.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
38.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
37.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
36.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
36.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
36.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
35.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
35.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
35.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
34.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
34.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
34.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
33.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
32.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
32.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
32.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
32.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
31.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
31.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
30.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
29.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
28.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
28.3
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
28.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
27.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
26.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
25.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
24.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
23.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
21.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
AGTRAP 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
20.1
Number of samples
207
Samples
Sample
Description
TPM
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
54.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
49.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
48.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
45.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
40.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
38.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
36.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
34.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
32.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
30.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
30.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
29.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
28.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
27.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
26.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
26.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
26.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
25.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
25.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
25.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
24.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
24.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
23.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
23.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
23.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
23.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
23.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
22.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
22.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
21.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
21.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
21.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
21.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
20.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
20.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
20.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
20.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
20.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
20.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
20.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
19.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
19.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
18.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
17.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
17.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
16.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
15.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
15.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
15.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
15.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
13.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
13.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
13.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
12.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
11.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.0
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.9
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.8
b2400046-1d25-429d-a821-6040a6
Tumor
0.8
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.7
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.6
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.6
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.6
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.5
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.5
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.6
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.7
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.7
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
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
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_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
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
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
