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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.
NPAS2 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
72.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
72.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
60.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
58.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
56.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
53.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
53.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
51.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
49.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
49.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
47.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
46.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
45.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
44.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
43.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
42.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
41.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
41.7
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
41.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
40.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
40.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
40.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
40.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
38.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
38.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
37.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
37.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
37.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
37.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
36.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
36.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
36.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
36.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
35.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
35.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
35.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
34.9
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
34.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
33.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
33.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
33.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
33.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
33.4
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
33.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
33.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
33.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
32.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
32.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
32.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
32.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
32.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
32.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
32.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
31.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
31.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
31.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
31.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
31.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
30.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
30.9
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
30.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
30.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
30.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
29.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
29.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
29.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
29.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
28.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
28.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.1
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
28.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
28.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
28.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
27.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
27.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
27.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
27.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
27.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
26.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
26.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
26.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
26.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
26.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
26.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
26.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
26.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
26.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
25.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
25.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
24.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
24.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
24.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
24.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
24.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
23.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
23.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
22.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
22.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
22.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
21.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
21.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
20.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
20.7
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
20.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
20.2
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
20.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
20.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
19.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
18.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
18.9
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
18.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
18.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
17.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
17.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
17.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
17.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
16.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.8
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
15.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
15.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
15.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
15.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
14.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
14.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
14.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
13.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
12.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
11.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
10.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
10.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
10.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
10.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
10.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
10.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
9.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
7.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 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.
NPAS2 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
35.6
Number of samples
486
Samples
Sample
Description
TPM
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
100.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
95.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
95.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
93.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
81.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
81.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
77.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
75.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
74.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
73.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
72.6
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
69.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
68.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
68.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
68.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
68.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
67.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
67.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
66.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
66.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
64.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
63.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
63.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
63.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
63.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
62.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
61.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
61.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
61.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
61.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
60.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
60.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
60.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
59.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
59.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
59.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
58.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
58.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
57.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
57.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
57.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
57.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
57.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
56.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
56.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
55.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
55.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
55.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
55.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
54.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
54.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
54.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
54.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
53.9
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
53.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
53.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
53.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
53.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
52.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
51.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
51.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
51.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
51.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
51.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
50.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
50.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
50.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
49.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
49.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
49.7
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
49.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
49.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
49.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
48.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
48.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
48.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
48.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
48.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
48.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
48.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
47.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
47.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
47.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
47.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
47.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
47.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
47.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
46.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
46.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
46.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
46.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
46.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
46.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
46.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
46.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
46.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
46.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
46.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
45.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
45.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
45.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
45.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
45.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
45.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
45.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
45.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
45.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
45.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
45.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
44.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
44.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
44.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
44.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
44.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
43.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
43.8
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
43.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
43.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
43.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
43.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
43.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
43.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
43.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
43.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
42.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
42.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
42.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
42.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
42.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
42.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
42.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
42.2
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
42.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
42.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
42.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
41.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
41.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
41.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
41.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
41.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
41.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
40.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
40.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
40.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
40.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
40.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
40.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
40.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
40.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
40.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
40.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
39.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
39.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
39.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
39.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
39.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
39.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
39.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
39.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
39.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
39.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
39.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
39.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
39.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
39.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
39.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
39.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
39.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
38.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
38.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
38.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
38.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
38.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
38.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
38.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
38.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
37.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
37.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
37.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
37.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
37.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
37.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
37.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
37.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
37.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
37.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
37.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
36.9
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
36.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
36.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
36.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
36.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
36.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
36.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
36.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
36.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
36.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
36.0
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
35.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
35.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
35.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
35.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
35.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
35.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
35.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
35.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
35.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
35.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
35.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
35.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
35.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
35.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
35.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
35.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
34.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
34.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
34.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
34.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
33.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
33.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
33.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
33.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
33.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
33.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
33.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
33.0
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
33.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
33.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
32.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
32.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
32.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
32.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
32.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
32.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
32.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
32.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
32.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
32.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
32.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
31.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
31.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
31.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
31.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
31.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
31.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
31.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
31.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
31.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
30.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
30.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
30.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
30.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
30.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
30.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.4
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
30.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
30.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
30.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
30.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
30.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
29.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
29.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
29.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
29.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
29.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
29.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
29.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
29.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
29.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
29.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
29.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
28.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
28.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
28.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
28.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
28.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
28.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
28.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
28.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
28.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
28.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
28.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
28.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
27.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
27.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
27.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
27.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
27.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
27.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
26.9
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
26.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
26.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
26.6
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.5
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
26.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
26.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
26.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
26.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
26.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
26.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
25.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
25.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
25.7
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
25.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
25.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
25.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
25.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
25.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
25.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
24.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
24.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
24.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
24.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
24.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
24.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
23.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
23.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
23.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
23.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
22.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
22.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
22.8
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
22.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
22.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
21.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
21.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
21.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
21.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
20.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
20.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
20.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
20.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
20.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
20.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
20.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
19.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
19.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
19.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
19.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
18.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
18.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
17.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
17.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
17.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
16.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
15.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
15.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
15.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
14.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
13.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
11.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
11.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
11.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
10.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
9.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
NPAS2 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
25.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
62.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
54.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
50.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
49.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
43.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
42.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
39.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
39.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
38.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
38.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
38.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
37.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
37.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
35.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
33.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
32.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
32.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
31.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
29.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
28.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
27.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
27.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
27.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
27.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
26.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
26.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
26.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
26.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
24.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
24.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
23.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
22.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
21.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
21.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
20.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
18.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
16.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
15.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
14.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
12.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
12.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
10.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
10.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
9.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
7.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NPAS2 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
33.8
Number of samples
207
Samples
Sample
Description
TPM
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
80.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
67.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
64.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
62.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
58.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
58.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
57.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
56.7
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
56.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
54.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
53.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
53.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
51.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
51.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
50.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
49.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
49.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
49.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
49.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
49.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
48.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
48.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
48.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
48.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
47.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
47.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
47.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
46.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
46.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
46.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
45.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
45.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
45.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
45.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
45.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
44.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
43.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
43.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
43.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
42.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
42.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
42.7
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
42.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
42.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
42.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
41.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
41.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
41.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
41.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
41.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
40.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
40.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
40.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
40.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
40.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
39.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
39.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
39.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
38.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
38.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
38.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
38.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
38.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
38.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
38.0
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
37.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
37.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
37.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
37.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
37.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
36.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
36.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
36.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
36.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
36.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
35.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
35.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
35.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
35.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
35.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
35.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
34.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
34.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
34.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
34.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
34.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
34.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
33.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
33.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
33.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
33.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
33.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
33.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
33.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
32.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
32.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
32.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
32.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
32.2
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
32.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
31.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
31.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
31.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
31.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
31.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
31.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
31.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
31.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
31.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
31.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
31.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
30.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
30.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
30.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
30.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
30.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
30.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.1
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
29.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
29.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
29.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
29.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
28.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
28.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
28.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
27.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
26.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
26.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
26.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
26.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
25.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
24.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
24.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
24.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
24.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
24.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
24.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
23.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
23.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
22.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
22.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
22.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
22.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
22.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
22.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
21.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
20.5
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
20.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
20.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
19.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
17.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
17.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
15.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
14.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
13.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.6
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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
