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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.
IL10RB 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
35.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
120.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
99.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
90.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
81.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
77.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
69.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
69.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
69.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
68.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
68.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
63.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
63.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
61.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
60.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
57.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
56.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
55.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
54.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
53.8
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
52.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
52.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
51.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
50.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
49.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
49.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
49.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
48.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
47.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
47.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
47.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
47.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
47.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
46.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
46.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
46.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
46.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
46.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
45.8
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
45.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
45.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
45.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
45.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
45.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
45.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
45.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
45.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
44.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
44.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
44.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
44.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
44.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
44.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
44.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
44.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
43.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
43.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
43.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
43.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
43.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
42.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
42.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
42.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
42.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
41.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
41.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
41.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
41.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
41.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
41.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
40.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
40.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
40.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
39.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
39.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
39.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
39.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
39.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
39.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
39.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
38.8
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
38.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
38.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
38.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
38.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
38.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
38.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
38.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
38.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
38.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
38.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
37.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
37.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
37.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
37.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
37.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
37.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
37.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
37.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
37.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
37.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
37.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
36.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
36.8
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
36.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
36.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
36.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
36.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
36.3
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
36.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
36.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
36.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
36.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
35.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
35.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
35.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
35.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
35.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
35.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
35.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
34.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
34.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
34.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
34.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
34.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
34.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
33.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
33.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
33.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
33.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
33.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
33.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.4
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
33.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
33.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
32.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
32.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
31.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
31.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
31.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
31.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
31.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
31.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
31.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
30.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
30.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
30.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
30.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
30.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
30.4
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
30.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
30.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
30.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
29.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
29.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
29.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
29.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
28.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
28.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
27.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
27.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
27.5
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
27.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
27.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
27.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
26.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
26.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
26.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
26.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
26.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
26.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
26.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
26.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
25.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
25.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
25.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
25.4
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
25.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
25.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
24.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
24.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
24.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
24.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
23.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
23.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
23.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
23.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
22.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
21.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
21.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
21.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.7
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
20.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
20.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
19.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
18.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
16.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.1
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.8
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 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.
IL10RB 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
16.9
Number of samples
486
Samples
Sample
Description
TPM
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
60.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
52.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
46.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
45.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
35.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
34.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
34.1
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
34.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
31.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
31.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
31.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
31.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
30.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
30.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
29.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
28.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
27.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
27.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
27.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
26.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
26.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
26.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
26.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
26.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
25.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
25.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
25.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
25.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
25.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
25.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
25.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
24.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
24.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
23.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
23.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
23.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
23.6
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
23.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.3
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
23.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
23.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
23.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
23.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
23.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
22.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
21.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
21.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
21.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
21.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
21.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
21.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.0
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
20.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
20.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
20.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
20.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
20.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
20.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
20.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
20.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
20.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
20.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
20.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
20.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
19.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
19.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
19.9
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
19.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
19.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
19.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.1
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
19.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
18.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
18.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
18.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
18.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
18.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
17.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
17.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
17.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
17.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
17.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
17.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
17.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
17.1
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
16.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
16.5
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
16.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
16.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
16.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
16.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.2
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
16.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
16.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
16.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.9
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
15.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
15.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
15.7
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
15.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
15.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
15.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
15.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.1
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
14.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
14.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
13.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
13.6
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
13.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
13.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.4
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
13.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
13.3
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
13.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
13.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.0
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
12.8
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
12.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
12.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
12.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
12.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
12.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
12.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
12.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
11.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
11.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
11.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
11.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
11.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.1
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
11.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
10.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
10.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
10.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
10.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.9
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
9.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
9.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
9.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
9.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
9.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
8.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
8.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
8.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
8.4
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.0
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
8.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
7.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
7.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
7.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
7.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
7.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
7.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
6.4
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
6.3
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
6.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
5.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
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.
IL10RB 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
35.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
107.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
74.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
67.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
64.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
60.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
59.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
57.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
57.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
55.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
52.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
51.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
51.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
50.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
49.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
47.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
46.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
46.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
44.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
44.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
44.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
44.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
43.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
41.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
41.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
41.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
40.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
39.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
39.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
39.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
39.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
38.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
38.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
38.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
36.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
36.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
35.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
35.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
35.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
34.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
34.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
34.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
33.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
33.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
33.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
33.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
33.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
32.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
32.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
32.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
32.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
31.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
31.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
30.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
30.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
30.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
30.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
29.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
28.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
28.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
26.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
26.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
23.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
23.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
22.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
20.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
19.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
19.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
16.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
11.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
11.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.9
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.
IL10RB 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
15.0
Number of samples
207
Samples
Sample
Description
TPM
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
51.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
34.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
32.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
31.4
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
29.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
28.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
28.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
28.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
28.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
27.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.1
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
25.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
25.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
23.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
23.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
21.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
20.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
20.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
19.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
19.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
19.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
18.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
18.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
18.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
17.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
16.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
16.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
15.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
15.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
15.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
15.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
15.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.1
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.0
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
14.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
14.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.1
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
13.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
13.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
12.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
12.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
12.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
12.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
11.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
9.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
9.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
9.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
9.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
7.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
7.9
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
6.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
6.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
5.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
5.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
4.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.4
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.0
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.0
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.4
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.5
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.6
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.9
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-1.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-1.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-1.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-1.2
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
5a3aa99d-ca10-45f6-939f-12392a_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
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
7bdfa5c9-d11f-4600-9c44-a87996_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
642fc6c3-8d4a-4e3d-ad0a-cc088a_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
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
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
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
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
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
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_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
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
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
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
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
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
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_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
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
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
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
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
348f6009-e1be-44d2-a093-9ca844_D2
Normal
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
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
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
1563ef63-d2e6-406f-adc1-255949_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
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
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
