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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.
ADM 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
20.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
119.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
98.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
87.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
86.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
83.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
80.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
79.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
71.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
69.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
64.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
63.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
61.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
60.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
56.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
54.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
51.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
51.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
51.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
49.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
48.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
46.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
45.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
44.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
44.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
42.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
41.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
41.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
38.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
37.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
37.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
37.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
36.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
36.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
35.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
35.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
34.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
34.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
34.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
34.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
33.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
33.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
33.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
33.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
33.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
32.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
31.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
31.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
30.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
30.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
29.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
29.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
29.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
28.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
27.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
27.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
26.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
25.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
25.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
25.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
24.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
24.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
23.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
22.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
22.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
22.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
22.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
21.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
21.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
21.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
20.8
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
19.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
19.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
18.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
17.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.6
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
17.5
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
17.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
17.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
17.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
16.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
16.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
15.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
14.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
14.1
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
13.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
13.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
13.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
13.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
13.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
13.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
12.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
12.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
12.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
12.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
11.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
11.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
11.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
10.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
10.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
10.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
10.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
10.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
9.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
9.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
9.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
9.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
9.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
8.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.7
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
8.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
8.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
8.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
8.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
7.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
7.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
7.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
6.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
6.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
6.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
6.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
6.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
5.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.7
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
5.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
5.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
5.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
5.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
5.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
4.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
4.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
4.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
4.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
4.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
4.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
4.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
3.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
3.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 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.
ADM 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
26.2
Number of samples
486
Samples
Sample
Description
TPM
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
267.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
221.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
168.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
126.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
120.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
116.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
107.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
101.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
96.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
96.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
91.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
90.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
85.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
84.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
84.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
82.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
79.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
78.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
75.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
74.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
73.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
73.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
71.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
71.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
71.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
71.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
70.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
67.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
65.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
62.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
62.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
60.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
59.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
59.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
58.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
58.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
58.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
57.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
56.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
55.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
55.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
54.1
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
53.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
52.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
52.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
52.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
52.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
52.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
51.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
51.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
50.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
50.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
49.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
49.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
48.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
47.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
46.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
46.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
46.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
46.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
45.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
44.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
44.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
43.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
43.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
43.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
43.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
43.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
42.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
42.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
42.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
41.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
41.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
41.5
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
41.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
41.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
40.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
40.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
40.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
40.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
39.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
39.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
39.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
39.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
39.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
39.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
39.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
39.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
39.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.8
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
38.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
38.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
38.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
38.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
38.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
38.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
37.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
36.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
36.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
35.8
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
35.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
35.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
35.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
34.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
34.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
34.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
34.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.1
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
34.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
33.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
33.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
33.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
33.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
33.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
33.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
32.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
31.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
30.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
30.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
30.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
29.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
29.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
29.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
29.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
29.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
29.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
29.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
29.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
28.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
28.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
28.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
28.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
27.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
27.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
27.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
27.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
27.1
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.0
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
26.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
26.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
26.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
25.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
25.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
25.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
25.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
24.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
24.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
24.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
24.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
23.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
23.6
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
23.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
22.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
22.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
22.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
22.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
21.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
21.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
21.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
21.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
20.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
20.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
20.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
20.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
20.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
20.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
19.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
19.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.9
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
18.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
18.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
17.5
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
17.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
17.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
17.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
17.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
16.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
16.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
16.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
15.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
15.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
15.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.4
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
15.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
14.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
14.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
13.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
12.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
12.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
12.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
12.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
11.9
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
11.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
11.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
11.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
11.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
10.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
10.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
10.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
10.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
10.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
10.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
9.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
9.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
9.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
9.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
8.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
8.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
8.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
8.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.4
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
8.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
7.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
7.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
7.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
7.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
7.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
7.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
7.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
7.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
6.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
6.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
6.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
6.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
6.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
5.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
5.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
5.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
5.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
5.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
5.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
5.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
5.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
5.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
4.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
4.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
3.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.9
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
ADM is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
107.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
93.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
78.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
66.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
61.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
54.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
52.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
47.1
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
45.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
45.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
41.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
40.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
36.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
34.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
32.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
32.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
28.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
27.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
26.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
23.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
23.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
22.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
22.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
19.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
18.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
18.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
17.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
16.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
16.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
14.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
13.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
12.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.3
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
10.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
10.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
9.8
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
9.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
9.0
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
8.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
8.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
7.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
7.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
6.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.4
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
5.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
4.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
4.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
3.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
ADM 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
23.3
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
171.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
142.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
131.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
78.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
75.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
74.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
62.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
60.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
53.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
47.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
46.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
45.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
44.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
44.2
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
43.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
42.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
42.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
42.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
41.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
40.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
38.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
38.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
37.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
36.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
35.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
35.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
35.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
35.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
35.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
35.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
34.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.1
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
33.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
33.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
32.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
31.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
31.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
31.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
30.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
30.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
29.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
29.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
28.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
28.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
28.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
27.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
27.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
26.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
26.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
26.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.0
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
25.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
25.1
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
24.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
24.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
23.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
22.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
22.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
21.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
21.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
21.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
21.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
21.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
20.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.9
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
19.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
19.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
19.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
19.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
18.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
18.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.4
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
18.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.3
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
17.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
16.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
14.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
11.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
11.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
11.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
11.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
11.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
9.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.0
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
8.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
7.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.1
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
6.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
6.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
6.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
5.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
5.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
