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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.
PLAA 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
17.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
43.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
35.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
34.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
34.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
32.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.0
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
31.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
31.2
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
26.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
26.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
25.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
25.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
24.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
24.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
23.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
23.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
23.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
23.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
22.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
22.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
22.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
21.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
21.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
21.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
21.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
21.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
21.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
20.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
20.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
20.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
20.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
20.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
20.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
19.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
19.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
19.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
19.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
18.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
18.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
18.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
17.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
17.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
17.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
17.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
17.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.1
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.5
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
16.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
16.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
16.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
16.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
15.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
15.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
15.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
15.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
15.2
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
15.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
14.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
14.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
14.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.2
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
14.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
14.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
13.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
13.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
13.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.1
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
12.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
12.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
12.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
12.6
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
12.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
12.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
12.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
12.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
11.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
11.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
11.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
11.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
11.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
10.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
10.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
10.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
9.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
9.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
9.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
9.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 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.
PLAA 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
32.2
Number of samples
486
Samples
Sample
Description
TPM
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
64.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
59.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
56.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
56.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
56.1
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
54.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
54.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
53.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
53.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
52.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
51.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
51.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
51.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
50.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
49.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
49.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
49.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
48.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
48.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
48.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
48.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
48.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
48.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
48.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
48.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
47.8
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
46.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
46.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
46.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
46.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
45.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
45.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
45.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
45.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
45.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
44.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
44.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
44.9
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
44.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
44.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
43.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
43.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
43.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
43.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
43.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
43.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
43.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
42.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
42.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
42.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
42.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
41.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
41.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
41.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
41.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
41.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
41.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
41.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
41.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
41.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
41.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
40.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
40.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
40.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
40.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
40.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
40.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
40.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
40.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
40.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
39.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
39.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
39.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
39.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
39.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
39.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
39.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
39.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.4
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
39.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
39.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
39.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
39.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
39.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
38.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
38.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
38.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
38.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
38.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
38.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
38.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
38.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
38.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
38.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
38.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
38.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
38.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
38.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
37.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
37.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
37.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
37.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
37.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
37.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
37.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
37.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
37.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
37.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
37.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
37.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
37.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
37.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
37.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
36.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
36.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
36.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
36.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
36.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
36.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
36.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.3
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
36.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
36.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
36.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
36.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
36.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
35.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
35.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
35.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
35.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
35.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
35.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
35.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
35.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
35.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
35.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
35.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
35.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
35.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
35.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
35.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
34.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
34.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
34.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
34.6
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
34.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
34.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
34.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
34.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
34.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
34.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
34.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
34.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
34.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
34.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
34.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
34.0
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
33.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
33.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
33.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
33.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
33.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
33.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
33.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
33.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
33.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
33.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
33.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
33.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
33.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
33.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
33.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
33.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
33.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
33.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
33.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
33.1
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
33.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
32.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
32.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
32.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
32.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
32.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
32.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
32.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
32.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
32.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
31.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
31.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
31.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
31.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
31.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
31.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
31.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
31.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
31.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
31.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
31.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
31.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
31.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
31.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
31.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
31.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
30.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
30.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
30.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
30.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
30.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
30.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
30.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
30.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
30.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
29.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
29.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
29.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
29.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
29.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
29.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
29.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
29.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
29.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
29.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
28.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
28.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
28.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
28.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
28.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
28.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
28.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.5
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
28.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
28.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
28.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
28.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
27.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
27.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
27.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
27.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
27.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
27.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
27.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
27.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
27.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
27.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
27.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
27.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
27.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
27.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
27.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
27.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
27.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
27.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
27.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
27.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
26.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
26.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
26.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
26.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
26.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
26.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
26.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
26.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
26.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
26.5
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.4
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
26.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
26.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
26.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
25.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
25.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
25.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
25.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
25.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
25.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
25.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
25.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
25.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
25.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
25.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
24.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
24.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
24.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
24.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
24.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
23.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.7
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
23.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
22.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
22.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
22.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
22.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
21.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
21.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
21.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
20.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
20.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
19.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
19.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
19.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
18.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
16.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLAA is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
42.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
39.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
39.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
36.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
34.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
31.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
29.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
26.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
26.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
26.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
24.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
22.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
22.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
18.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
18.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
17.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
16.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
16.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
14.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
14.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
14.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
14.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
10.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
10.7
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
10.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
9.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
6.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
PLAA 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
29.8
Number of samples
207
Samples
Sample
Description
TPM
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
72.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
57.8
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
57.6
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
51.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
50.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
48.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
47.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
46.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
46.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
46.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
46.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
43.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
43.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
43.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
42.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
40.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
40.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
40.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
39.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
39.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
39.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
39.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
39.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
39.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
38.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
38.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
38.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
38.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
37.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
37.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
37.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
37.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
37.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
36.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
36.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
36.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
36.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
36.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
35.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
35.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
35.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
35.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
34.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
34.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
34.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
34.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
34.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
34.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
34.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
34.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
34.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
33.7
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
33.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
33.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
33.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
32.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
32.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
31.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
31.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
31.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
31.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
31.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
31.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
31.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
31.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
31.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
31.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
31.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
31.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
30.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
30.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
30.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
30.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
30.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
30.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
30.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.6
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
29.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
29.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
28.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
27.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
27.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
27.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
27.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
26.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
26.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
26.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
26.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
26.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
26.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
26.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
25.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
25.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
25.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
24.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
24.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
24.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
24.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
24.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
23.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
23.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
22.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
21.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
21.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
21.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
21.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.6
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
20.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
19.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
19.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
19.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
17.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
16.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
14.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
10.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.0
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
b2400046-1d25-429d-a821-6040a6
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.1
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.4
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
