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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.
SYBU 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
19.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
57.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
53.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
52.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
48.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
47.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
46.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
46.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
43.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
42.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
42.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
42.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
40.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
40.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
40.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
39.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
39.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
38.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
36.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
36.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
36.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
35.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
34.0
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
33.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
32.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
32.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
31.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
31.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
30.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
30.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
30.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
30.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
30.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
29.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
29.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
27.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
27.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
25.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
25.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
25.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
25.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
24.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
24.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
23.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
23.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
23.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
23.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
23.0
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
22.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
22.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
22.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
21.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
21.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.3
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
21.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
20.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
20.7
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
20.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
19.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
19.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
19.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
19.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
18.5
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
18.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
17.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
17.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
17.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
17.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
17.1
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
17.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
16.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
16.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
16.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
16.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.3
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
16.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
16.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
15.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
15.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
15.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
15.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
15.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
15.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
15.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
15.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
15.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
15.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
14.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
14.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
14.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
14.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
14.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
14.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.2
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
14.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
14.2
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
14.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
14.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
14.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
13.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
13.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.6
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
13.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
13.1
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
13.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
13.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
11.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
11.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
11.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.4
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.3
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
11.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
11.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
10.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
10.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
10.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
10.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
10.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
9.9
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
9.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
9.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
9.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
9.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
9.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
8.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
7.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
7.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
7.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
7.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
6.3
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
6.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
6.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
6.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
6.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
4.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
4.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
4.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
3.9
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
3.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.2
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.
SYBU 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
23.2
Number of samples
486
Samples
Sample
Description
TPM
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
86.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
73.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
70.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
68.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
60.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
57.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
55.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
52.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
51.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
50.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
50.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
50.0
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
49.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
49.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
49.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
49.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
48.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
48.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
47.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
46.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
45.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
45.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
45.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
44.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
44.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
43.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
43.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
42.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
42.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
42.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
42.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
42.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
42.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
42.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
42.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
42.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
41.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
41.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
41.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
41.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
41.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
40.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
40.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
40.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
40.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
40.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
40.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
39.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
39.1
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
38.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
38.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
38.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
38.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
37.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
37.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
37.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
37.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
37.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
37.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
37.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
37.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
36.9
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
36.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
36.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
36.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
36.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
35.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
35.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
35.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
35.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
35.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
35.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.0
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
34.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
34.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
34.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
34.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
34.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
34.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
33.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
33.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
33.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
33.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
33.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
33.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
33.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.9
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
32.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
32.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
32.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
32.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
32.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
32.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
32.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
31.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
31.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
31.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
31.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
31.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
30.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
30.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
30.7
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
30.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
30.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
30.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
30.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
30.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
29.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
29.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
29.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
29.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
29.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
28.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
28.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
28.6
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
28.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
28.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.3
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
28.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
27.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
27.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
27.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.2
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
27.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
26.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
26.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.6
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
26.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
26.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
26.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
26.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
26.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
26.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
26.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
26.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
25.9
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
25.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
25.8
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.7
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
25.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
25.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
25.4
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
25.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
25.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
25.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
25.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
24.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
24.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
24.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
24.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
24.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
24.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.0
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
23.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
23.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
23.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
23.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
23.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
23.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
23.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
23.1
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
23.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
23.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
22.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.8
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
22.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.6
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
22.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
22.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
22.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
22.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
22.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
22.2
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
22.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
21.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.6
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
21.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
21.4
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
21.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.2
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
21.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.2
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
21.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
21.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
21.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
21.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.0
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
20.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
20.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
20.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
20.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
20.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
20.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
20.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
20.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
19.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
19.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
19.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
19.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
19.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
19.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.5
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.9
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
18.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
18.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
18.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
18.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.1
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
18.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
17.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
17.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
17.2
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
16.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.4
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
16.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.1
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
15.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
15.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
15.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
15.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
14.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
14.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
14.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
14.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
14.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
14.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
14.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
14.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
14.0
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
13.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
13.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
13.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
13.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.3
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
12.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
12.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
12.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
12.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.3
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
12.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
11.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
11.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
9.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
9.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.2
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
9.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
8.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
7.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
7.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
6.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
6.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
6.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
6.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
6.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
5.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
5.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
5.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
4.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
4.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
3.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
3.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
3.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
2.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
1.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
1.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
1.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
0.3
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.
SYBU 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
17.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
59.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
58.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
40.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
40.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
37.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
37.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
35.0
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
34.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
32.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
30.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
30.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
24.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
23.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
22.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
22.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
22.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
21.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
20.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
18.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
18.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
16.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
16.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
16.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
15.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
14.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.8
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
13.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
12.7
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
12.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
11.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
10.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.5
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
10.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
9.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
9.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
9.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
7.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
7.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
7.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
6.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
6.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
6.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
5.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
4.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SYBU 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
22.4
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
75.2
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
57.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
57.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
52.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
52.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
45.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
43.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
42.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
42.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
42.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
41.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
41.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
40.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
40.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
40.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
39.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
37.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
37.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
36.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
35.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
35.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
34.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
34.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
34.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
33.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
33.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
33.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
33.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
31.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
31.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
31.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
31.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
31.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
30.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
29.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
29.4
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
28.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
28.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
28.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
28.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
27.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
27.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
27.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
27.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
26.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
26.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
25.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.5
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
24.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
24.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
24.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
24.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
24.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.4
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
24.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
24.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
24.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
24.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
23.9
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
23.8
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
23.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
23.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
23.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
22.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
22.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
22.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
22.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
22.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
21.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
21.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.8
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
21.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
21.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
21.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
21.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.1
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
21.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
20.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
20.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
19.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.8
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
18.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
18.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
16.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
16.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
15.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
15.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.4
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
13.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
13.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
13.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.0
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
11.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
11.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
10.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
10.1
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
7.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
6.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
1.3
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
1.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
1.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.8
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.6
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.4
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.5
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
