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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.
OVCA2 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
35.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
134.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
78.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
71.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
68.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
67.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
66.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
64.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
64.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
63.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
63.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
61.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
59.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
59.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
59.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
58.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
57.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
57.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
57.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
56.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
55.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
55.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
55.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
55.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
52.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
51.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
51.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
50.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
49.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
49.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
49.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
49.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
49.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
48.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
48.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
47.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
47.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
47.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
47.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
46.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
46.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
46.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
46.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
46.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
46.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
45.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
45.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
44.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
44.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
44.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
44.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
43.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
43.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
43.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
43.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
43.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
43.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
43.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
42.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
42.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
42.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
41.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
41.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
41.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
41.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
40.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
40.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
40.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
40.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
40.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
40.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
40.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
40.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
39.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
39.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
39.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
39.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
39.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
39.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
39.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
39.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
39.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
39.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
38.9
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
38.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
38.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
38.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
38.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
38.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
38.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
37.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
37.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
37.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
37.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
37.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
37.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
37.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
37.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
37.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
37.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
36.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
36.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
36.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
36.6
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
36.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
36.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
36.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
36.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
35.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
35.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
35.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
35.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
35.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
35.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
35.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
35.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
34.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
34.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
34.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
34.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
34.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
34.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
34.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
34.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
34.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
34.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
33.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
33.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
33.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
33.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
33.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
33.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
33.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
32.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
32.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
32.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
32.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
32.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
32.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
31.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
30.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
30.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
30.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
29.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
29.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
29.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
29.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
29.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
29.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
28.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
28.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
27.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
27.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
27.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
27.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
27.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
27.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
27.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
27.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
26.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
26.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
26.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
25.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
25.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
25.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
24.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
24.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
23.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
23.5
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
23.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
22.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
22.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
22.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
21.7
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
20.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
20.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 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.
OVCA2 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.1
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
54.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
51.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
44.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
43.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
43.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
42.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
41.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
41.0
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
40.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
39.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
39.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
38.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
38.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
38.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
37.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
37.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
37.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
37.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
37.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
37.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
37.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
36.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
36.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
36.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
36.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
36.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
36.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
35.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
35.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
35.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
35.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
35.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
35.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
35.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
34.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
34.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
34.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
33.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
33.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
33.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
33.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
33.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
33.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
33.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
33.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
33.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
33.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
32.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
32.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
32.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
32.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
32.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
32.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
32.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
32.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
31.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
31.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
31.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
31.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
31.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
31.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
31.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
31.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
31.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
31.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
31.0
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
30.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
30.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
30.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
30.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
30.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
30.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
30.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.9
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
29.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
29.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
29.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
29.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
29.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
28.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
28.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
28.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
28.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
27.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
27.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
27.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
27.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
27.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
27.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
27.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
27.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
27.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
27.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
27.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
26.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
26.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
26.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
26.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
26.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
26.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
26.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
25.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
25.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
25.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
25.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
24.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.6
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
24.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
24.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
24.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
24.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
24.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
24.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
23.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
23.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
23.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
23.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
23.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
22.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
22.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
22.8
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
22.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
22.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
22.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.3
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
22.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
22.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
21.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
21.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
21.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
21.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
21.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
21.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
20.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
20.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
20.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
20.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
19.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
19.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
19.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
18.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
18.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
18.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
18.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
18.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
18.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
17.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
17.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
17.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
16.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
16.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
15.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
15.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
15.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
15.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
14.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
14.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
14.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
12.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
10.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
8.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
6.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
OVCA2 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
32.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
71.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
57.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
53.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
51.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
51.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
50.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
50.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
48.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
47.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
46.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
45.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
45.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
44.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
43.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
43.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
43.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
42.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
42.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
42.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
42.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
40.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
40.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
38.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
37.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
37.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
36.9
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
36.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
36.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
36.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
35.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
35.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
35.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
34.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
34.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
33.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
32.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
32.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
31.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
31.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.6
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
31.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
30.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
29.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
27.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
27.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
26.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
24.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
22.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
22.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
20.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
19.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
OVCA2 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
19.4
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
47.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
39.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
37.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
36.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
36.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
36.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
34.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
33.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
31.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
31.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
30.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
29.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
27.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
27.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
27.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
27.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
27.0
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
25.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
25.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
25.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
25.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
25.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
24.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
24.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
24.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
24.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
24.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
23.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
23.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
23.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
23.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
23.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
22.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.6
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
21.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
21.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
20.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
20.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.8
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.8
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
20.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
20.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
19.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
19.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
19.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
19.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
19.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
19.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
19.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
18.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
17.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.8
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
16.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
15.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
15.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
15.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
14.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
13.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
12.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
12.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
11.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.0
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
10.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
10.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
10.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
8.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
7.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
4.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
0.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.9
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.9
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.7
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.7
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.6
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.6
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.5
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.4
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.1
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.4
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.4
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.5
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.5
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.5
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.6
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.6
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.6
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.6
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.6
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.8
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.9
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.9
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-1.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-1.1
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.