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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.
APPL2 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
23.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
73.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
53.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
52.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
48.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
43.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
41.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
41.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
40.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
40.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
39.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
38.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
36.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
36.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
35.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
35.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
35.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
35.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
34.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
34.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
34.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
34.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
34.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
33.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
33.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
33.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
33.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
32.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
32.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
32.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
32.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
32.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
31.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
31.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
31.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
30.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
29.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
28.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
28.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
28.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
28.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
28.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
27.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
27.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
26.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
26.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
26.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
26.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
26.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
25.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
25.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
25.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
25.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
25.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
25.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
24.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.4
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
24.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
24.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
24.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
24.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
23.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
23.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
23.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
22.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
22.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
22.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
22.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
21.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
21.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
21.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.3
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
21.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
20.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.8
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
20.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
20.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
20.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
20.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
20.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
19.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
19.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
19.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
19.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.1
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.9
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
18.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
18.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
17.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
17.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
16.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
16.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
16.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
16.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
15.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
15.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
14.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
14.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
14.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
13.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
13.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
10.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
10.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
9.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
8.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
8.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 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.
APPL2 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
36.3
Number of samples
486
Samples
Sample
Description
TPM
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
96.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
95.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
70.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
68.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
65.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
63.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
62.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
61.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
61.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
59.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
58.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
57.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
57.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
55.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
55.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
55.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
55.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
55.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
54.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
53.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
53.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
52.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
52.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
52.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
52.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
52.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
52.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
51.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
51.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
51.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
51.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
51.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
51.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
51.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
51.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
51.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
50.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
49.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
49.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
49.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
49.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
49.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
49.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
48.9
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
48.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
48.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
48.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
48.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
48.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
48.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
48.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
47.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
47.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
47.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
47.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
47.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
47.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
47.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
47.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
46.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
46.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
46.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
46.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
46.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
46.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
46.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
46.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
46.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
46.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
46.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
45.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
45.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
45.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
45.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
45.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
45.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
45.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
45.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
45.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
45.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
45.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
45.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
44.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
44.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
44.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
44.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
44.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
44.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
44.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
44.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
44.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
44.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
44.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
44.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
44.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
43.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
43.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
43.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
43.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
43.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
43.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
43.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
43.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
43.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
42.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
42.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
42.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
42.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
42.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
42.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
42.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
42.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
42.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
42.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
42.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
42.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
42.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
42.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
42.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
42.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
42.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
42.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
41.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
41.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
41.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
41.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
41.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
41.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
41.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
41.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
41.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
41.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
41.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
41.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
41.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
41.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
41.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
41.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
41.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
41.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
41.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
41.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
41.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
41.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
40.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
40.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
40.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
40.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
40.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
40.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
40.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
39.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
39.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
39.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
39.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
39.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
39.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
39.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
39.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
39.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
39.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
39.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
39.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
39.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
39.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
39.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
38.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
38.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
38.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
38.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.6
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
38.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
38.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
38.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
38.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
38.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
38.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
38.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
38.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
38.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
38.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
38.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
38.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
37.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
37.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
37.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
37.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
37.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
37.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
37.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
37.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
37.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
37.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
37.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
37.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
37.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
37.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
37.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
36.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
36.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
36.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
36.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
36.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
36.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
36.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
36.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
36.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
36.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
36.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
36.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
36.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
36.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
36.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
35.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
35.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
35.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
35.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
35.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
35.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
35.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
35.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
35.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
35.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
35.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
35.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
35.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
35.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
35.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
35.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
34.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
34.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
34.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
34.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
34.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
34.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
34.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
34.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
34.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
34.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
34.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
34.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
34.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
34.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
34.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
34.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
33.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
33.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
33.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
33.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
33.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
33.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
33.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
33.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
33.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
33.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
33.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
33.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
33.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
32.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
32.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
32.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
32.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
32.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
32.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
32.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
32.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
31.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
31.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
31.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
31.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
31.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
31.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
31.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
31.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
31.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
31.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
31.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
31.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
31.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
31.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
31.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
30.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
30.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
30.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
30.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
30.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
30.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
30.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
29.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
29.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
29.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
29.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
29.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
29.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
29.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
29.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
29.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
29.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
29.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
28.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
28.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
28.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
28.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
28.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
28.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
28.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
28.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
28.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
28.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
27.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
27.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
27.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
27.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
27.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
27.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
27.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
27.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
27.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
27.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
27.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
26.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
26.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
26.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
26.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
26.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
26.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
26.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
25.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
25.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
25.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
25.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
25.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
25.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
25.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
25.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
25.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
25.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
25.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
25.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
25.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
24.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
24.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
24.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
24.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
23.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
23.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
22.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
22.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
21.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
20.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
20.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
19.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.0
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.
APPL2 is potential prognostic, high expression is favorable 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
24.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
71.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
57.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
49.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
46.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
44.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
43.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
38.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
38.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
37.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
34.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
33.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
33.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
32.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
32.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
30.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
30.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
29.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
29.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
29.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
28.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
28.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
28.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
27.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
26.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
26.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
25.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
24.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
24.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
24.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
23.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
21.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
21.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
20.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
17.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
14.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
12.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.5
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
APPL2 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
36.1
Number of samples
207
Samples
Sample
Description
TPM
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
106.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
99.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
65.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
61.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
61.1
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
56.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
56.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
53.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
53.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
51.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
51.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
51.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
51.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
50.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
50.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
50.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
49.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
49.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
49.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
48.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
47.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
46.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
46.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
45.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
45.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
45.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
45.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
44.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
44.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
44.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
44.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
44.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
43.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
43.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
43.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
42.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
42.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
42.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
42.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
42.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
42.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
42.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
41.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
41.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
41.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
41.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
41.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
41.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
41.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
41.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
41.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
41.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
40.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
40.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
40.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
40.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
40.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
40.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
40.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
39.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
39.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
39.4
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
39.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
39.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
38.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
38.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
38.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
38.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
38.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
38.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
38.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
38.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
38.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
38.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
38.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
38.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
38.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
37.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
37.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
37.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
37.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
37.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
37.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
37.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
37.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
36.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
36.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
36.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
36.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
36.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
36.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
36.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
36.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
35.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
35.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
35.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
35.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
35.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
34.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
34.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
34.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
34.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
34.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
34.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
34.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
34.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
33.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
33.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
33.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
33.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
33.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
33.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
33.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
33.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
33.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
33.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
33.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
32.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
32.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
32.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
32.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
32.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
32.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
32.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
31.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
31.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
31.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
31.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
31.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
31.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
31.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
31.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
31.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
31.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
31.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
30.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
30.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
30.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
30.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
30.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
30.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
30.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
30.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
30.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
30.0
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
29.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
29.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
29.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
29.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
29.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
28.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
28.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
27.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
27.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
27.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
27.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
27.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
27.3
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
27.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
27.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
27.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
26.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
26.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
26.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
26.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
26.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
25.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
25.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
24.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
24.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
24.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
24.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
23.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
20.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
1.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.9
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.8
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.8
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.7
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.7
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.7
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.6
963fc8db-f412-4427-a198-23f660_D2
Normal
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.6
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.5
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.5
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.5
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.4
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.4
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.3
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.0
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.0
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
82157a70-12f1-4913-b548-d98881_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.7
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.