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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.
NOA1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
49.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
45.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
42.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
41.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
41.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
40.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
40.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
39.0
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
38.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
38.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
37.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
37.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
36.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
36.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
34.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
34.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
34.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
34.0
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
34.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
33.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
33.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
33.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
33.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
33.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
33.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
32.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
32.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
32.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
32.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
31.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
31.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
31.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
30.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
30.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
30.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
30.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
29.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
29.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
29.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
29.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
29.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
29.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
28.9
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
28.8
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
28.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
28.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
28.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
27.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
27.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
27.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
27.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
27.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
27.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
27.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
26.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
26.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
26.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
26.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
26.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
26.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
26.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
26.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
26.1
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
26.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
25.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
25.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
25.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
24.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
24.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
24.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
24.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
24.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
23.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
23.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
22.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
22.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
22.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
22.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
22.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
22.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
21.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
21.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
21.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
21.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
20.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
20.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
20.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
19.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
19.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
19.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
19.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
18.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
18.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
18.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
18.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
18.0
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
17.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
17.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
17.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
17.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
17.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
16.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
16.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
15.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.0
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
14.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
14.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
14.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
12.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 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.
NOA1 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
30.6
Number of samples
486
Samples
Sample
Description
TPM
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
94.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
62.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
59.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
56.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
55.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
55.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
54.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
54.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
54.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
54.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
53.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
53.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
52.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
50.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
50.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
49.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
48.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
48.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
48.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
47.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
47.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
47.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
47.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
47.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
46.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
46.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
46.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
45.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
45.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
45.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
45.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
45.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
45.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
44.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
44.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
44.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
44.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
44.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
43.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
43.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
43.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
43.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
43.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
42.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
42.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
42.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
42.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
41.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
41.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
41.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
41.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
41.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
41.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
41.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
40.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
40.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
40.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
40.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
40.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
40.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
40.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
40.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
40.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
40.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
39.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
39.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
39.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
39.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
39.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
39.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
39.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
39.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
39.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
39.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
39.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
39.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
39.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
38.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
38.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
38.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
38.5
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
38.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
38.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
37.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
37.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
37.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
37.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
37.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
37.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
37.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
36.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
36.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
36.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
36.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
36.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
36.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
36.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
35.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
35.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
35.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
35.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
35.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
35.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
35.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
35.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
35.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
35.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
35.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
35.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
34.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
34.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
34.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
34.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
34.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
34.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
34.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
34.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
34.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
34.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
34.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
34.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
34.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
33.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
33.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
33.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
33.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
33.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
33.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
33.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
33.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
33.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
32.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
32.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
32.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
32.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
32.7
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
32.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
32.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
32.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
32.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
32.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
32.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.2
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
32.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
32.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
32.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
32.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
31.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
31.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
31.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
31.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
31.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
31.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
31.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
31.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
31.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
31.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
31.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
31.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
31.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
31.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
30.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
30.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
30.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
30.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
30.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
30.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
30.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
30.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.5
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.4
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
30.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
30.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
30.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
30.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
29.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
29.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
29.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
29.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
29.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
29.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
29.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
29.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
29.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
29.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
29.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
29.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
29.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
29.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.9
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
28.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
28.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
28.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
28.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
28.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
28.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
28.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.4
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
28.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
28.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
28.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
28.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
28.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
28.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
28.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
28.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
27.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
27.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
27.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
27.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
27.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
27.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
27.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
27.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
27.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
27.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
26.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
26.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
26.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
26.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
26.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
26.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
26.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
26.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
26.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
26.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.5
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
26.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
26.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
26.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
26.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
26.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
26.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
25.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
25.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
25.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
25.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
25.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
25.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
25.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
25.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
25.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
25.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
25.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
25.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
24.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
24.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
24.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
24.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
24.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
24.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
24.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
24.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
24.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
23.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
23.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
23.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
23.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
23.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
23.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
23.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
23.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
23.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
23.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
23.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
22.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
22.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
22.7
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
22.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
22.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
22.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
22.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
22.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
22.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
22.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
22.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
21.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
21.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
21.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
21.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
21.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
21.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
21.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
21.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
20.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
20.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
20.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
20.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
19.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
19.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
19.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
19.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
18.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
18.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
18.0
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
13.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
12.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.9
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.
NOA1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
43.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
39.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
37.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
37.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
36.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
35.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
34.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
33.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
32.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
28.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
28.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
28.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
28.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
28.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
28.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
25.0
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
24.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
24.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
23.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
23.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
23.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
23.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
23.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
22.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
22.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
21.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
21.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
21.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
21.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
20.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
19.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
18.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
17.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
16.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
16.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
16.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
15.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
12.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
12.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
12.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
11.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
9.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NOA1 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
26.1
Number of samples
207
Samples
Sample
Description
TPM
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
51.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
49.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
49.0
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
49.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
45.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
45.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
45.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
44.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
42.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
42.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
42.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
40.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
40.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
40.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
39.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
39.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
38.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
37.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
36.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
36.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
36.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
36.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
36.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
36.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
35.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
35.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
35.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
35.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.7
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
34.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
34.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
34.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
33.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
32.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
32.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
31.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
30.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
30.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
30.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
29.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
29.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
29.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
29.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
28.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
28.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
28.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
28.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.0
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
27.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
27.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
27.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
27.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
26.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
26.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
26.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
25.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
25.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
25.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
25.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
25.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
24.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
24.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
24.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
23.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
23.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
23.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
23.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
22.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
22.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
22.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
22.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
22.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
22.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
21.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
21.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
21.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
21.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
21.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
21.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
20.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
19.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
19.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
19.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
19.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
19.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
19.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
18.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
18.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
18.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
18.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
18.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
17.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
17.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
17.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
17.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
16.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
15.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
15.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
14.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
14.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
3.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
1.2
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
1.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
1.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
1.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.9
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.9
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.8
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
43192517-085e-450e-9481-0a6713_D3
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.5
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.5
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.5
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.4
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.1
b2400046-1d25-429d-a821-6040a6
Tumor
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.0
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.3
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.5
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.6
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.6
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.6
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.6
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.7
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.7
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.7
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.8
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.8
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-1.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-1.0
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-1.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-1.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-1.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
