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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AVPI1 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
24.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
64.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
63.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
57.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
54.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
53.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
53.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
52.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
50.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
50.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
49.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
48.9
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
46.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
46.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
46.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
45.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
45.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
44.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
44.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
43.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
43.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
42.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
42.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
41.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
41.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
41.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
40.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
40.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
40.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
39.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
38.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
37.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
37.2
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
37.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
36.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
36.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
35.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
35.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
35.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
34.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
34.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
33.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
33.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
33.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
32.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
31.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
31.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
31.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
31.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
30.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
30.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
30.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
30.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
29.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
29.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
29.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
28.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
28.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
28.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
28.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
26.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
26.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
26.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
26.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
25.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
25.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
25.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
24.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
24.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
24.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
23.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
23.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
23.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
23.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
23.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
23.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
22.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
22.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
22.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
22.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
22.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
21.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
21.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
20.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
20.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
20.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.6
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
18.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
18.1
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
18.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
17.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
17.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.7
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
16.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
16.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
15.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
15.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
15.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
14.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
14.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
14.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
14.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
13.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.4
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
12.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
11.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
11.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
10.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
10.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
9.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
9.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.1
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
9.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
8.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
AVPI1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.2
Number of samples
486
Samples
Sample
Description
TPM
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
55.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
46.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
45.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
44.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
44.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
43.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
41.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
41.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
39.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
37.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
33.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
33.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
31.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
31.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
31.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
30.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
30.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
29.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
29.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
29.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
28.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
28.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
27.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
26.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
25.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
25.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
24.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
24.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
24.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
24.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
24.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
24.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
24.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
24.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
23.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
23.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
23.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
23.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
23.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
23.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
23.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
23.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
23.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
22.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
22.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
21.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.8
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
21.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
21.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
20.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
20.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
20.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
20.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
20.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
19.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
19.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
19.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
19.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
18.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.2
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
17.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
17.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
17.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
17.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
17.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
16.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
16.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
16.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
16.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
16.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
16.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
16.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
16.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
15.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
15.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
15.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
15.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
15.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
15.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
14.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.4
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
14.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.1
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
13.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
12.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
12.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
12.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
11.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
11.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
11.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
11.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
10.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
10.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
10.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.2
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.2
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
10.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
9.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
9.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
9.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
9.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
9.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
9.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
9.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
9.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
9.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
8.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
8.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
8.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
8.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
8.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
7.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
7.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
7.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
7.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
7.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
7.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
6.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
6.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
6.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.5
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
6.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
5.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
4.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AVPI1 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
21.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
59.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
54.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
50.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
49.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
38.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
36.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.8
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
32.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
31.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
29.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
28.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
26.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
25.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
25.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
25.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
25.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
25.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
25.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
24.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
24.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
23.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
20.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
18.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
18.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
17.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
16.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
16.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
12.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
12.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
11.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
8.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
7.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
AVPI1 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
14.8
Number of samples
207
Samples
Sample
Description
TPM
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
49.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
44.2
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
34.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
32.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
29.5
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
28.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
27.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
23.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
23.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
21.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
21.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
20.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
19.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
19.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
19.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
18.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
18.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
16.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
14.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
13.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
13.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
13.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
13.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
12.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.1
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
11.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
11.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
10.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
9.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
9.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
8.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.9
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
7.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
7.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
6.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
6.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
4.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
