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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.
NAA60 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
31.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
65.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
57.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
55.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
54.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
54.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
53.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
51.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
49.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
49.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
48.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
48.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
48.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
48.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
47.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
47.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
47.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
47.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
46.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
46.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
45.7
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
45.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
45.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
44.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
44.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
44.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
43.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
43.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
42.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
42.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
42.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
42.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
42.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
41.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
41.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
41.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
41.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
41.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
40.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
40.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
40.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
40.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
39.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
39.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
39.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
39.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
38.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
38.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
38.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
38.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
38.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
38.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
38.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
38.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
37.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
37.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
37.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
37.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
37.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
36.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
36.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
36.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
36.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
36.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
36.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
36.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
36.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
36.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
36.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
36.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
36.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
36.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
35.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
35.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
35.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
35.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
35.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
35.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
35.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
34.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
34.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
34.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
34.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
34.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
33.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
33.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
33.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
33.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
33.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
33.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
33.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
33.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
33.2
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
33.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
33.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
33.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
32.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
32.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
32.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
32.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
32.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
32.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
32.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
32.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
32.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
32.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
32.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
31.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
31.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
31.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
31.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
31.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
31.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.9
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
30.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
30.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
30.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
30.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
30.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
30.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
30.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
30.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
30.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
30.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
30.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
30.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
29.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
29.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
29.5
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
29.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
29.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
29.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
29.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
29.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
28.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
28.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
28.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
28.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
28.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
28.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
28.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
28.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
28.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
28.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
27.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
27.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
27.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
26.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
26.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
26.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
26.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
26.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
26.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
26.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
26.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
26.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
25.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
25.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.7
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
25.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
25.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
25.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
24.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
24.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
24.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
24.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
23.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
23.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
22.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
22.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
21.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
21.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
20.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
20.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
20.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.8
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
19.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
19.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
18.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
18.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
17.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
16.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
15.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
NAA60 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
36.6
Number of samples
486
Samples
Sample
Description
TPM
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
78.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
60.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
59.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
59.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
57.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
57.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
57.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
56.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
55.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
55.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
55.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
55.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
55.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
54.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
54.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
54.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
53.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
53.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
53.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
51.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
51.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
51.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
50.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
50.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
50.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
50.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
50.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
49.8
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
49.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
49.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
48.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
48.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
48.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
48.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
48.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
48.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
47.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
47.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
47.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
47.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
47.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
47.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
47.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
47.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
47.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
47.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
47.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
47.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
47.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
46.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
46.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
46.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
46.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
46.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
46.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
46.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
46.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
46.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
46.1
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
46.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
45.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
45.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
45.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
45.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
45.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
45.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
45.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
45.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
45.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
45.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
44.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
44.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
44.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
44.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
44.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
44.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
43.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
43.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
43.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
43.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
43.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
43.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
43.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
43.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
43.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
43.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
43.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
43.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
43.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
43.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
43.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
43.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
42.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
42.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
42.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
42.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
42.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
42.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
42.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
42.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
42.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
42.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
42.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
42.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
42.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
42.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
42.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
42.1
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
42.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
42.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
41.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
41.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
41.9
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
41.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
41.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
41.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
41.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
41.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
41.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
41.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
41.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
41.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
41.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
41.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
41.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
41.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
41.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
41.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
41.0
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
41.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
40.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
40.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
40.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
40.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
40.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
40.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
40.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
40.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
40.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
40.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
40.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
40.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
40.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
40.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
40.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
40.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
40.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
39.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
39.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
39.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
39.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
39.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
39.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
39.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
39.6
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
39.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
39.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
39.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
39.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
39.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
39.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
39.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
39.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
39.4
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
39.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
39.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
39.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
39.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
39.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
39.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
39.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
39.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
39.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
38.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
38.8
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
38.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
38.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
38.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
38.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
38.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
38.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
38.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
38.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
38.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
38.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
38.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
38.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
38.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
38.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
38.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
38.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
38.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
38.1
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
38.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
38.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
37.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
37.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
37.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
37.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
37.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
37.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
37.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
37.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
37.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
37.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
37.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
37.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
37.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
37.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
37.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
37.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
37.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
37.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
37.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
37.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
36.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
36.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
36.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
36.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
36.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
36.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
36.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
36.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
36.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
36.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
36.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
36.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
36.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
36.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
36.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
36.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
36.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
35.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
35.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
35.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
35.8
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
35.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
35.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
35.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
35.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
35.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
35.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
35.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
35.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
35.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
35.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
35.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
35.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
35.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
35.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
35.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
35.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
34.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
34.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
34.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
34.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
34.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
34.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
34.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
34.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
34.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
34.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
34.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
34.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
34.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
34.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
34.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
34.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
34.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
34.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
34.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
33.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
33.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
33.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
33.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
33.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
33.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
33.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
33.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
33.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
33.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
33.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
33.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
33.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
33.1
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
33.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
33.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
33.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
33.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.9
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
32.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
32.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
32.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
32.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
32.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
32.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
32.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
32.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
32.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
32.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
32.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
32.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
32.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
32.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
32.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
32.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
32.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
32.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
32.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
32.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
32.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
32.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
32.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
32.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
32.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
32.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
31.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
31.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
31.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
31.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
31.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
31.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
31.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
31.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
31.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
31.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
31.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
31.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
31.2
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
31.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
31.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
30.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
30.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
30.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
30.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
30.8
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
30.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
30.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
30.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
30.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
30.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
30.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.2
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
30.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
30.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
29.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
29.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
29.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
29.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
29.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
29.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
29.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
29.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
29.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
29.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
29.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
29.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
29.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
29.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
29.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
28.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
28.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
28.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
28.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
28.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
28.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
28.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
28.3
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
28.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
28.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
27.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
27.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
27.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
27.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
27.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
27.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
27.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
26.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
26.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
26.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
26.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
26.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
26.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
26.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
25.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
24.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
24.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
23.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
23.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
23.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
22.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
21.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
21.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NAA60 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
32.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
53.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
52.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
50.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
49.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
45.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
44.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
43.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
43.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
42.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
42.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
41.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
40.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
40.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
39.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
39.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
38.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
38.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
38.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
37.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
36.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
36.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
36.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
36.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
35.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
35.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
35.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
34.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
34.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
33.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
33.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
33.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
32.9
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
32.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
32.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
32.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
31.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
31.4
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
31.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
31.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
31.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
30.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
30.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
30.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
30.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
30.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
30.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
30.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
29.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
29.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
29.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
29.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
28.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
28.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
27.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
26.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
26.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
25.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
23.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
20.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
18.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.9
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.
NAA60 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
40.2
Number of samples
207
Samples
Sample
Description
TPM
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
64.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
63.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
60.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
59.8
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
58.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
57.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
56.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
56.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
56.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
54.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
53.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
53.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
53.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
53.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
52.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
52.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
52.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
52.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
52.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
52.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
52.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
52.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
51.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
51.9
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
51.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
51.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
51.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
51.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
50.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
50.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
50.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
49.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
49.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
48.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
48.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
48.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
48.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
48.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
48.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
48.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
47.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
47.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
47.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
47.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
47.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
47.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
47.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
47.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
47.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
47.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
47.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
47.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
46.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
46.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
46.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
46.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
46.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
45.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
45.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
44.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
44.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
44.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
44.4
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
44.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
43.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
43.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
43.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
43.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
43.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
43.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
42.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
42.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
42.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
42.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
42.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
42.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
42.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
41.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
41.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
41.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
41.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
41.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
41.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
41.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
41.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
41.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
41.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
40.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
40.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
40.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
40.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
40.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
40.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
40.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
40.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
40.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
40.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
39.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
39.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
39.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
39.8
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
39.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.5
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
39.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
39.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
39.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
39.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
39.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
39.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
38.7
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
38.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
38.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
38.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
38.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
38.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
38.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
38.1
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
37.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
37.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
37.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
37.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
37.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
37.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
37.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
37.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
37.0
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
37.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
36.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
36.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
36.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
36.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
36.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
36.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
36.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
36.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
35.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
35.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
35.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
35.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
35.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
35.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
35.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
35.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
34.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
34.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
34.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
34.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
34.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
34.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
34.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
33.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
33.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
33.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
33.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
33.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
32.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
32.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
32.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
32.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
32.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
32.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
32.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
32.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
32.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
31.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
30.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
30.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
30.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
29.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
29.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
29.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
29.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
28.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
27.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
27.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
27.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
26.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
25.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
24.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.1
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
24.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
22.6
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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
