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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.
SYK 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
23.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
101.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
77.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
69.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
62.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
59.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
56.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
55.6
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
52.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
50.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
50.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
47.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
46.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
45.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
45.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
45.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
45.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
40.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
39.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
39.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
38.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
38.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
37.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
37.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
37.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
36.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
36.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
35.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
35.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
35.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
35.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
34.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
34.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
34.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
32.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
32.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
32.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
31.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
31.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
29.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
29.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
29.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
29.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
29.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
28.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
28.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
28.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
28.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
27.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
27.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
27.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
27.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
27.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
27.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
27.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
27.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
26.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
26.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
26.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
26.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
26.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
26.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
25.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
25.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
25.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
24.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
24.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
24.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
24.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
24.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
24.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
24.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
23.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
23.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
23.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
23.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
23.1
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
23.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
23.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
22.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
22.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.5
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
22.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
22.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
22.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
22.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
22.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
22.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
21.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
21.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
21.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
21.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
21.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
20.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
20.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
20.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
20.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
20.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
20.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
19.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
19.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
19.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
19.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.7
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
19.7
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
19.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
19.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
19.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
19.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
19.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
19.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
19.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
18.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
18.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
18.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
18.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
17.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
17.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
17.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
17.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
17.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
16.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
16.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
16.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
16.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
15.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
15.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
15.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
14.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
14.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
14.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
14.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
13.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
13.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
12.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
12.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
12.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
11.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
10.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
10.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
10.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
9.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
9.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
8.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
6.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
5.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SYK 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
33.1
Number of samples
486
Samples
Sample
Description
TPM
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
143.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
93.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
92.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
91.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
82.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
79.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
72.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
66.5
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
62.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
61.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
61.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
60.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
59.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
58.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
58.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
56.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
56.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
56.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
56.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
54.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
54.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
52.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
52.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
52.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
52.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
52.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
51.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
51.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
51.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
51.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
50.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
49.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
49.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
48.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
48.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
47.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
47.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
47.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
47.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
47.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
47.0
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
46.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
46.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
46.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
46.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
45.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
45.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
44.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
44.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
44.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
44.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
44.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
43.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
43.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
43.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
43.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
43.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
43.4
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
43.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
43.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
43.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
42.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
42.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
42.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
42.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
42.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
42.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
42.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
42.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
42.0
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
41.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
41.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
41.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
41.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
41.7
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
41.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
41.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
41.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
40.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
40.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
40.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
40.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
40.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
40.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
40.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
40.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
40.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
40.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
40.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
40.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
40.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
40.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
39.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
39.8
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
39.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
39.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
39.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
39.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
39.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
39.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
39.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
39.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
39.0
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
38.8
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
38.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
38.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
38.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
38.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
38.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
37.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
37.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
37.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
37.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
37.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
37.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
37.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
37.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
37.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
37.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
37.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
37.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
36.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
36.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
36.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
36.4
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
36.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
36.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
36.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
36.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
36.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
36.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.1
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
36.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
36.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
35.9
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
35.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
35.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
35.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
35.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
35.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
35.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
35.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
35.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
35.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
35.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
35.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
35.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
35.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
34.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
34.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
34.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
34.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
34.8
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
34.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
34.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
34.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
34.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
34.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
34.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
34.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
34.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
33.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
33.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
33.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
33.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
33.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
33.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
33.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
33.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
33.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
33.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
33.5
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
33.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
33.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
33.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
33.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
33.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
33.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
33.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
32.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
32.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
32.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
32.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
32.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
32.7
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
32.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
32.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
32.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
32.6
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
32.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
32.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
32.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
32.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
32.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
32.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
32.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
32.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
32.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
32.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
32.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
32.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
31.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
31.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
31.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
31.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
31.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
31.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.7
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
31.6
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
31.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
31.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
31.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
31.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
31.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
31.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
31.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
31.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
30.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
30.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
30.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
30.8
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
30.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
30.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
30.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
30.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
30.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
30.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
30.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
30.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
30.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
30.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
30.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
30.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
30.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
30.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
30.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
30.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
30.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
30.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
30.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
30.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
30.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
30.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
30.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
30.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
30.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
29.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
29.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
29.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
29.7
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
29.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
29.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
29.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
29.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
29.6
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
29.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
29.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
29.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
29.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
29.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
29.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
29.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
29.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
29.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
29.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
29.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
28.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
28.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
28.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
28.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
28.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
28.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
28.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
28.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
28.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
28.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
28.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
28.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
28.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
28.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
27.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
27.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
27.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
27.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
27.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
27.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
27.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
27.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
27.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
27.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
27.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
26.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
26.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
26.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
26.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
26.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
26.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
26.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
26.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
26.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
26.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
26.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
26.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
26.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
26.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
26.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
26.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
25.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
25.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
25.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
25.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
25.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
25.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
25.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
25.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
25.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
25.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
25.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
25.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
24.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
24.6
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
24.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
24.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
24.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
24.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
24.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
24.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
23.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
23.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
23.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
23.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
23.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
23.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
22.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
22.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
22.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
22.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
22.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
21.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
21.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
21.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
21.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
21.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
21.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
20.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
20.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
20.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
20.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
19.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
19.2
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
19.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
18.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
18.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
17.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
15.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
15.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
11.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
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.
SYK 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
26.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
127.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
48.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
47.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
44.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
40.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
40.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
39.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
39.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
39.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
37.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
35.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
35.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
35.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
34.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
34.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
34.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
34.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
34.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
34.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
34.4
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
33.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
33.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
32.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
32.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
32.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
31.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
31.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
29.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
28.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
28.6
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
27.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
26.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
25.2
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
24.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
24.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
23.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
22.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
22.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
21.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.2
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
21.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
19.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
19.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
18.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
18.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
18.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
18.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
17.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.0
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
15.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
15.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
13.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
12.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
12.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
9.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 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.
SYK 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
30.7
Number of samples
207
Samples
Sample
Description
TPM
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
84.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
68.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
65.8
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
60.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
56.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
54.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
53.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
51.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
50.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
49.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
49.2
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
49.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
48.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
47.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
47.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
47.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
45.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
44.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
44.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
43.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
43.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
43.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
43.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
42.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
42.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
42.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
41.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
40.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
40.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
40.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
39.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
39.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
39.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
38.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
38.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
38.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
38.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
38.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
38.0
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
38.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
37.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
37.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
37.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
36.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
36.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
35.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
35.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
35.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
35.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
35.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
35.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
35.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
35.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
35.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
34.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
34.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
34.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
34.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
33.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
33.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
33.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
33.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
33.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
33.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
32.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
32.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
32.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
32.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
32.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
31.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
31.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
31.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
31.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
31.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
31.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
31.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
31.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
30.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
30.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
30.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
30.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
30.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
30.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
29.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
29.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
29.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
29.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
29.5
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
29.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
29.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
29.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
29.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
28.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.8
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
28.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
28.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
28.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
28.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
28.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
28.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
27.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
27.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
27.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
27.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
27.3
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
27.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
27.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
27.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
27.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
26.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
26.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
26.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
26.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
26.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
26.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
26.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
26.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
26.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
26.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
26.1
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
26.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
25.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
25.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
25.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
25.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
24.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
24.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
24.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
24.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
24.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
23.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
23.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
23.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
23.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
23.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.2
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
23.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
23.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.9
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
22.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
22.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
22.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
21.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
21.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
21.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
21.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
21.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
20.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
19.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
19.2
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
16.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
16.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
15.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
1.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
1.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.8
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.8
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.7
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.6
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.6
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.5
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.5
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.5
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.4
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Tumor
0.4
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
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Tumor
0.3
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Normal
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Tumor
0.3
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Normal
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.3
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
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Tumor
0.2
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Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
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Normal
0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
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Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Tumor
0.2
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Normal
0.2
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Normal
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
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Tumor
0.2
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
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Tumor
0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
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Tumor
0.1
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Normal
0.0
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Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
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Normal
0.0
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Normal
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
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Normal
0.0
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
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Normal
-0.1
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Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
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Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.1
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Normal
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
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Normal
-0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.2
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Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.2
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.4
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.4
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.4
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.5
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.6
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.9
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-1.0
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.