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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.
IFNAR1 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
21.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
47.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
44.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
42.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
42.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
40.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
39.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
38.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
37.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
36.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
36.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
35.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
35.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
34.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
34.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
33.6
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
32.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
32.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
31.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
31.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.5
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
31.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
31.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
31.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
30.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
30.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
30.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
29.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
29.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
29.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
29.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
29.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
28.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
28.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
28.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
28.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
28.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
28.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
28.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
28.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
27.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.5
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
27.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
27.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
26.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
26.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
26.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
26.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
25.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
25.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
25.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
25.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
25.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
24.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
24.7
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.5
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
24.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
24.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
23.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
23.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
23.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
23.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
22.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
22.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
22.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
22.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
22.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
22.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
21.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.5
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
21.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
20.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
20.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
20.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
20.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
20.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
20.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
20.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
20.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
19.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
19.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
19.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
19.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
18.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
18.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
18.7
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
18.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
18.4
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
18.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
18.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
18.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
18.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
17.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
17.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
17.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
17.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
17.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
17.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
17.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.5
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
16.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
16.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
15.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
15.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
15.6
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
15.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
15.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.9
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
14.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
14.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
13.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
13.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
13.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
13.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
13.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
13.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
12.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
12.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
12.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
11.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
11.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
11.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
11.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
10.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
9.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
9.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
8.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 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.
IFNAR1 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
39.1
Number of samples
486
Samples
Sample
Description
TPM
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
79.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
77.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
68.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
64.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
64.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
63.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
62.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
61.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
60.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
59.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
58.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
57.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
57.4
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
57.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
56.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
55.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
55.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
55.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
54.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
54.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
54.5
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
54.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
54.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
54.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
53.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
53.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
53.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
53.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
53.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
53.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
53.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
52.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
52.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
52.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
52.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
52.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
52.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
51.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
51.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
51.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
51.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
50.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
50.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
50.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
50.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
50.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
50.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
50.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
49.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
49.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
49.6
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
49.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
49.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
49.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
49.0
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
48.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
48.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
48.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
48.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
48.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
48.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
48.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
48.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
48.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
47.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
47.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
47.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
47.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
47.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
47.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
47.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
47.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
47.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
47.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
47.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
47.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
47.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
46.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
46.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
46.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
46.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
46.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
46.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
46.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
46.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
46.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
46.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
46.0
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
46.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
45.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
45.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
45.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
45.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
45.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
45.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
45.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
45.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
45.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
45.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
45.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
45.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
45.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
45.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
44.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
44.8
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
44.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
44.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
44.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
44.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
44.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
44.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
44.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
44.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
44.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
44.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
44.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
44.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
43.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
43.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
43.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
43.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
43.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
43.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
43.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
43.6
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
43.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
43.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
43.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
43.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
43.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
43.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
43.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
43.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
43.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
43.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
43.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
43.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
42.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
42.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
42.9
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
42.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
42.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
42.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
42.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
42.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
42.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
42.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
42.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
42.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
42.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
42.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
42.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
42.5
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
42.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
42.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
42.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
42.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
42.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
42.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
42.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
42.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
42.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
42.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
42.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
42.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
42.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
42.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
42.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
42.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
41.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
41.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
41.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
41.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
41.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
41.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
41.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
41.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
41.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
41.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
41.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
41.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
41.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
41.5
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
41.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
41.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
41.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
41.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
41.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
41.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
41.1
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
41.1
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
41.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
41.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
41.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
41.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
41.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
41.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
41.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
41.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
40.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
40.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
40.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
40.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
40.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
40.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
40.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
40.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
40.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
40.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
40.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
40.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
40.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
40.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
40.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
40.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
40.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
40.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
40.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
40.4
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
40.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
40.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
40.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
40.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
40.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
40.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
40.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
40.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
40.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
40.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
40.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
40.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
40.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
40.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
40.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
39.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
39.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
39.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
39.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
39.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
39.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
39.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
39.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
39.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
39.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
39.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
39.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
39.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
39.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
39.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
39.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
39.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
39.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
39.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
38.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
38.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
38.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
38.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
38.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
38.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
38.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
38.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
38.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
38.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
38.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
38.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
38.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
38.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
38.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
38.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
38.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
37.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
37.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
37.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
37.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
37.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
37.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
37.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
37.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
37.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
37.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
37.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
37.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
37.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
37.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
37.0
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
36.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
36.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
36.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
36.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
36.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
36.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
36.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
36.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
36.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
36.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
36.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
36.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
36.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
36.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
36.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
36.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
36.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
36.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
36.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
36.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
35.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
35.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
35.9
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
35.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
35.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
35.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
35.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
35.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
35.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
35.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
35.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.4
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
35.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
35.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
35.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
35.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
35.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
35.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
35.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
34.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
34.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
34.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
34.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
34.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
34.7
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
34.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
34.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
34.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
34.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
34.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
34.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
34.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
34.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
34.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
34.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
34.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
33.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
33.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
33.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
33.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
33.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
33.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
33.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
33.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
33.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
33.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
33.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
32.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
32.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
32.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
32.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
32.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
32.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
32.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
32.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
32.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
32.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
32.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
32.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
32.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
32.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
31.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
31.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
31.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
31.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
31.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
31.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
31.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
31.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
31.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
31.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
31.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
31.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
31.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
31.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
30.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
30.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
30.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
30.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
30.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.5
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
30.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
30.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
30.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
30.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
30.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
30.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
30.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
30.0
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
29.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
29.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
29.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
29.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
29.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
29.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
29.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
29.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
28.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
28.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
28.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
28.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
28.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
27.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
27.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
26.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
26.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
25.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
25.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
25.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
25.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
24.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
24.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
23.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
22.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
20.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
18.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.0
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFNAR1 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
22.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
62.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
43.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
39.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
39.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
37.7
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
37.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
37.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
33.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
32.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
32.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
29.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
29.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
28.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
27.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
27.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
26.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
26.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
26.5
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.1
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.0
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
23.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
23.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
23.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
22.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
21.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
21.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
21.4
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
21.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
21.0
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
20.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
19.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
19.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
19.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
18.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
18.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.9
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
17.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
16.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
16.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
15.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
14.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
13.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
12.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
12.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
9.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
8.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
IFNAR1 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
37.3
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
65.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
62.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
59.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
58.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
58.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
56.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
56.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
56.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
55.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
55.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
54.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
53.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
53.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
52.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
49.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
49.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
48.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
48.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
48.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
48.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
48.0
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
47.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
47.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
47.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
47.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
46.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
46.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
46.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
45.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
45.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
45.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
44.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
44.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
44.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
44.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
44.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
43.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
43.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
43.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
43.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
43.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
43.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
43.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
42.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
42.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
42.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
42.6
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
42.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
42.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
42.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
42.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
42.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
42.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
42.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
42.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
41.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
41.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
41.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
41.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
41.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
41.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
41.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
41.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
41.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
40.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
40.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
40.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
40.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
40.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
40.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
40.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
39.9
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
39.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
39.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
39.6
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
39.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
39.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
39.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
39.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
39.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
39.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
39.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
38.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
38.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
38.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
38.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
38.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
38.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
38.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
38.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
38.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
38.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
38.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
37.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
37.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
37.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
37.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
37.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
36.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
36.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
36.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
36.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
36.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
36.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
36.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
36.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
36.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
36.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
36.2
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
36.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
36.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
35.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
35.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
35.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
35.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
35.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
35.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
35.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
35.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
34.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
34.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
34.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
34.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
34.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
34.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
34.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
34.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
34.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
34.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
34.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
33.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
33.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.5
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
33.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
33.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
33.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
33.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
32.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
32.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
32.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
32.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
32.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
32.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
31.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
31.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
31.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
31.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
31.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
31.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
30.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
30.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
30.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
30.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
30.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
30.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
30.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
29.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
29.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
29.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
29.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
28.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
28.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
28.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
28.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
28.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
28.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
27.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
27.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
27.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
27.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
27.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
27.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
26.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
26.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
26.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.2
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.2
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
25.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
25.6
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
24.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
24.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
22.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
19.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.1
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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
