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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.
NOXO1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
23.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
120.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
108.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
104.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
99.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
97.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
91.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
86.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
83.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
80.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
75.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
71.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
70.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
68.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
66.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
65.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
65.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
64.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
63.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
62.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
62.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
59.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
58.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
58.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
54.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
51.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
51.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
50.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
50.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
49.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
47.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
47.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
47.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
46.9
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
46.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
46.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
45.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
44.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
43.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
41.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
41.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
40.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
39.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
38.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
38.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
38.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
37.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
37.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
35.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
35.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
35.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
35.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
35.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
34.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
34.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
33.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
33.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
33.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
32.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
31.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
31.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
31.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
31.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
31.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
30.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
29.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
29.6
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
29.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
29.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
29.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.4
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
28.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
28.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
26.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
26.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
26.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
25.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
25.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
24.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
24.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
23.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
21.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
21.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
17.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
17.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
17.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
17.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
16.6
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
16.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
16.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
15.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.0
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
14.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
14.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
14.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
14.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
13.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
13.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
13.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
12.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
10.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
10.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
10.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
9.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
9.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
9.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
8.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
8.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
8.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
6.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
6.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
5.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
5.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
5.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
5.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
5.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
5.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
4.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
4.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
4.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
4.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
3.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
3.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
3.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
3.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
3.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
3.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
3.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
3.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
3.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
2.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
2.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
2.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
2.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
2.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
2.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
2.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
2.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
1.7
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
1.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
1.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
0.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
0.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 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.
NOXO1 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
13.0
Number of samples
486
Samples
Sample
Description
TPM
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
74.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
72.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
60.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
55.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
53.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
48.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
45.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
43.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
42.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
41.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
41.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
39.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
38.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
37.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
36.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
35.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
35.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
33.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
33.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
33.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
31.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
30.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
30.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
30.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.3
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
29.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
28.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
28.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
27.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
27.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
27.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
27.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
26.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
26.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
25.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
25.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
25.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
24.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
24.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.1
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
23.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
23.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
23.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
23.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
22.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.5
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
22.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
21.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
21.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
21.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
21.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.2
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
21.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
20.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
20.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
20.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
18.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
18.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.5
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
18.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
17.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
17.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
17.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
16.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
16.3
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
16.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
15.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
15.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.1
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.0
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
14.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
14.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
14.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
13.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
13.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
13.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
13.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
13.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
12.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
11.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.5
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
11.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
11.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
11.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
10.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
10.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
10.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
10.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
10.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
10.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
10.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
9.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
9.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
9.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
9.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
9.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
9.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
9.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
9.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
8.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
8.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
8.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
8.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
8.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
8.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
8.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
8.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
8.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
8.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
8.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
8.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
8.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
8.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
7.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
7.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
7.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
7.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
7.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
7.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
7.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
7.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
7.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
7.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
6.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
6.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
6.9
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
6.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
6.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
6.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
6.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
6.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
6.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
6.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
6.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
6.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
6.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
6.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
6.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
5.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
5.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
5.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
5.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
5.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
5.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
5.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
5.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
5.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
5.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
5.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
5.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
5.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
5.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
5.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
5.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
5.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
5.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
5.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
5.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
5.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
4.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
4.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
4.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
4.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
4.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
4.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
4.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
4.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
4.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
4.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
4.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
4.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
4.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
4.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
4.3
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
4.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
4.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
4.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
4.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
4.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
4.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
4.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
3.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
3.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
3.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
3.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
3.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
3.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
3.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
3.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
3.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
3.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
3.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
3.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
3.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
3.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
3.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
3.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
3.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
3.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
3.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
3.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
3.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
3.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
3.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
3.2
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
3.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
3.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
3.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
3.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
3.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
3.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
3.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
3.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
2.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
2.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
2.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
2.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
2.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
2.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
2.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
2.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
2.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
2.3
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
2.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
2.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
2.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
2.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
2.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
2.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
1.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
1.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
1.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
1.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
1.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
1.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
1.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
1.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
1.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
1.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
1.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
1.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
1.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
1.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
0.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
0.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
0.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
0.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
0.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
0.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
NOXO1 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
19.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
64.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
55.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
53.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
52.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
51.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
50.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
48.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
48.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
47.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
41.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
40.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
36.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
36.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
32.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
31.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
29.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
29.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
28.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
28.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
28.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
27.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
25.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
25.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
24.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
22.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
21.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
21.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
17.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
16.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
15.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
14.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
14.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
13.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
13.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
12.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
12.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
10.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.3
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
9.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
8.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
6.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
6.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
5.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
5.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
4.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
4.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
4.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
3.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
3.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
3.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
2.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 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.
NOXO1 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
11.5
Number of samples
207
Samples
Sample
Description
TPM
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
63.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
50.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
45.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
37.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
33.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
32.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
29.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
28.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
28.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
27.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
25.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
23.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
22.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
21.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
20.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
19.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
18.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
15.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
14.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
13.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
13.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
13.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
13.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
13.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
12.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
11.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
10.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
10.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.4
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
10.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
9.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
9.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.3
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
8.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
8.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
8.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
7.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.4
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
7.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
7.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
6.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
6.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
6.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
6.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
6.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
6.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
6.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
6.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
6.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
6.2
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
5.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
5.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
5.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
5.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
5.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
5.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
5.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
5.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
5.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
5.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
5.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
5.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
5.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
5.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
5.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
5.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
4.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
4.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
4.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
4.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
4.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
4.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
4.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
4.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
4.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
4.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
4.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
3.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
3.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
3.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
3.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
3.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
3.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
3.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
3.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
3.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
3.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
3.2
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
3.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
3.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
3.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
2.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
2.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
2.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
2.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
2.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
2.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
2.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
2.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
2.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
1.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
1.8
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
1.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
1.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
1.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
0.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
0.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
0.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
