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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.
UACA 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
12.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
42.8
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
40.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
33.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
31.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
30.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
26.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
24.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
24.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
23.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
21.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
21.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
21.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
21.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
20.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
20.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
19.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
17.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
17.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
17.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
16.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
16.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
15.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
15.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
15.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
15.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
14.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
14.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
14.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
14.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
14.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
14.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
13.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
13.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
13.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
13.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
12.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
12.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
12.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
12.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
12.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
12.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
12.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
12.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
12.0
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
11.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
11.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
11.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
11.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
11.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
11.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
11.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
11.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
11.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
11.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
10.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
10.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
10.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
10.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
10.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
10.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
10.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
10.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
10.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
10.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
10.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
10.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
9.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
9.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
9.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
9.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
9.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
9.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
9.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
9.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
9.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
9.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
9.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
9.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
8.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
8.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
8.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
8.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
8.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
8.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
8.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
8.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
7.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
7.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
7.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
7.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
7.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
6.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
6.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
6.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
5.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
5.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
4.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
4.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
UACA 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
22.4
Number of samples
486
Samples
Sample
Description
TPM
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
108.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
67.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
62.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
61.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
59.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
53.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
44.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
44.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
44.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
42.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
40.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
39.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
39.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
39.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
39.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
38.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
38.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
35.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
35.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
34.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
34.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
34.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
34.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
34.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
33.5
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
33.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
33.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
33.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
32.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
32.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
31.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
31.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
30.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
30.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
30.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
30.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
30.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
30.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
30.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
29.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
29.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
29.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
29.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
29.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
29.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
29.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
28.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
28.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
28.5
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
28.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
28.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
28.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
28.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
27.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
27.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
27.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
27.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
27.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
27.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
27.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
27.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
27.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
27.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
27.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
27.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.0
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
26.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
26.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
26.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
26.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
26.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
26.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
26.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
26.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
26.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
26.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
26.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
26.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
25.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
25.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
25.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
25.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
25.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
25.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
25.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
25.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
25.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
25.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
25.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
25.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
25.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
24.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
24.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
24.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
24.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
24.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
24.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
24.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
24.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
24.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
23.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
23.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
23.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
23.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
23.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
23.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
23.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
23.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
23.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
23.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
23.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
23.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
22.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
22.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
22.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
22.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
22.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.1
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.1
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
22.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
22.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
22.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
22.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
21.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
21.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
21.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
21.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
21.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
21.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
21.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
21.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
21.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.4
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
21.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.3
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
21.3
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
21.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
21.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
21.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.9
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.6
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
20.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
20.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.3
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
20.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.9
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
19.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.7
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
19.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
19.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.3
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
19.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
19.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
18.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
18.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.6
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
18.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
18.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
17.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
17.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.8
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
16.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
16.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
16.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
16.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.4
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
16.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.1
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
16.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
16.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
16.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
15.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
15.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
15.8
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
15.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
15.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
15.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
15.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
15.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
14.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
14.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
14.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
13.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.8
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
13.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
13.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
12.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
9.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
2.0
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.
UACA 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
13.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
37.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
24.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
22.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
22.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
19.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
18.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
17.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
17.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
17.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
17.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
14.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
14.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
14.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
14.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
13.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
13.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
13.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
13.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
13.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
12.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
9.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
6.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
5.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
4.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.8
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.
UACA 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
20.2
Number of samples
207
Samples
Sample
Description
TPM
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
45.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
44.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
42.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
36.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
34.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
34.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
33.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
32.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
31.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
31.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
30.5
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
30.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.0
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.7
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
28.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
27.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
26.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
26.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
26.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
25.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
25.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
25.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
25.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
25.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
25.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
24.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
24.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
24.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
24.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
24.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
24.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
24.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
23.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
23.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
22.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
22.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
22.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
22.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
22.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
21.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
21.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
21.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
21.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
21.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
20.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
20.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
20.2
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
20.2
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
20.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
19.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
19.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
18.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
18.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
17.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
17.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
17.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
17.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
17.2
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
17.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
16.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.5
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
16.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
14.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
14.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
13.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
12.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.7
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.4
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
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Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.2
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Tumor
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
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Normal
0.2
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Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
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Tumor
0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
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Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
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Tumor
0.1
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Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.1
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.1
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Normal
0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
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Normal
0.1
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Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
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Tumor
0.1
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
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Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
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Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.0
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Normal
0.0
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Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
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Normal
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
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Normal
0.0
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
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Normal
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
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Normal
0.0
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
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Normal
0.0
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Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
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Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
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Tumor
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Normal
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
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Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
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Normal
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
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Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.2
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Tumor
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
