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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.
SBF1 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
26.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
54.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
53.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
51.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
50.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
49.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
49.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
47.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
47.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
47.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
46.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
46.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
45.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
44.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
44.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
44.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
44.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
43.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
42.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
42.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
42.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
42.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
42.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
40.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
39.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
39.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
39.1
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
39.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
38.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
38.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
38.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
38.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
37.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
37.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
37.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
37.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
36.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
36.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
36.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
36.3
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
36.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
36.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
36.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
35.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
35.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
35.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
35.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
34.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
34.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
34.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
34.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
33.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
33.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
33.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
33.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
33.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
32.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
32.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
32.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
32.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
32.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
32.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
32.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
32.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
31.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
31.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
31.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
30.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
30.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
30.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
30.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
30.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
30.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
30.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
30.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
29.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
29.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
29.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
29.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
29.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
29.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
29.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
29.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
28.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
28.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
28.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
28.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
28.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
28.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.3
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.3
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
28.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
28.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
27.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
27.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
27.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
27.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
27.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
27.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
27.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
26.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
26.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
26.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
26.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
25.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.6
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.4
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
25.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
25.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
25.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.8
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
24.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
24.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.4
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
24.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
24.2
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
23.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
23.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
23.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
23.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
23.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
22.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
22.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
22.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
22.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
22.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
22.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
22.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
21.8
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
21.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.4
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
20.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
20.8
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
20.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
20.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
20.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
19.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
19.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
19.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
19.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
19.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
19.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
19.4
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.4
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
19.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.0
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
18.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
18.1
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
18.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
17.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
17.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
17.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
17.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
17.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
16.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
16.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
16.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
16.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
16.2
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
16.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
16.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
16.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
15.7
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
14.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
12.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
12.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
12.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
11.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
11.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
10.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
7.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
SBF1 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
32.8
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
76.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
72.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
69.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
68.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
65.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
61.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
60.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
56.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
56.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
55.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
55.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
55.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
55.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
55.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
54.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
54.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
53.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
52.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
52.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
50.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
50.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
50.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
50.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
49.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
49.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
49.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
48.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
48.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
48.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
48.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
47.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
47.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
47.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
47.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
47.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
47.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
46.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
46.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
46.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
46.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
46.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
46.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
45.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
45.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
45.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
45.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
45.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
45.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
45.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
44.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
44.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
44.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
44.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
43.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
43.9
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
43.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
43.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
43.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
43.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
43.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
43.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
43.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
43.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
42.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
42.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
42.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
42.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
42.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
42.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
42.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
42.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
42.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
41.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
41.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
41.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
41.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
41.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
41.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
41.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
41.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
40.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
40.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
40.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
40.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
40.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
40.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
40.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
40.5
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
40.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
40.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
40.1
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
40.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
40.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
39.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
39.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
39.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
39.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
39.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
39.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
39.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
39.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
39.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
39.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
39.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
39.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
38.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
38.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
38.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
38.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
38.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
38.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
38.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
38.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
38.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
38.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
38.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
38.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
38.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
38.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
38.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
38.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
38.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
37.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
37.9
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
37.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
37.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
37.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
37.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
37.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
37.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
37.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
37.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
37.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
37.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
37.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
37.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
37.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
36.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
36.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
36.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
36.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
36.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
36.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
36.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
36.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
35.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
35.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
35.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
35.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
35.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
35.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
35.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
35.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
35.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
35.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
35.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
35.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
35.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
35.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
35.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
34.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
34.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
34.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
34.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
34.5
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
34.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
34.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
34.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
34.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
34.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
34.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
34.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
34.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
34.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
34.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
34.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
34.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
34.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
33.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
33.8
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
33.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
33.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
33.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
33.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
33.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
33.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
33.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
33.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
33.3
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
33.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
33.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
33.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
33.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
33.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
33.1
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
33.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
33.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
33.0
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
33.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
32.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
32.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
32.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
32.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
32.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
32.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
32.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
32.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
32.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
32.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
32.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
32.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
32.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
32.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
32.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
32.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
32.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
32.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
32.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
32.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
32.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
32.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
32.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
32.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
31.9
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
31.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
31.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
31.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
31.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
31.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
31.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
31.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
31.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
31.2
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
31.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
31.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
31.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
31.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
31.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
31.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
31.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
31.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
30.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
30.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
30.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.7
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
30.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
30.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
30.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
30.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
30.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
30.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.9
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
29.9
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
29.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
29.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
29.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
29.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
29.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.6
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
29.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
29.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
29.5
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
29.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
29.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
29.4
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
29.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
29.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
29.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
29.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
29.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.8
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
28.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
28.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
28.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
28.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
28.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
28.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
28.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
28.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
28.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
28.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
28.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
28.0
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
27.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
27.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
27.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
27.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
27.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.5
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
27.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
27.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.1
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
27.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
27.1
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
27.0
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
26.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
26.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
26.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
26.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
26.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
26.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
26.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
26.6
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
26.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
26.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
26.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
26.4
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
26.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
26.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
26.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
26.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
25.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
25.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
25.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
25.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
25.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
25.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
25.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
25.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
25.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
25.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
25.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
25.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
25.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
25.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
25.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
25.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
24.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
24.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
24.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
24.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
24.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.5
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.4
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
24.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
24.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
24.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
24.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
24.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
24.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
23.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
23.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
23.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
23.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
23.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
23.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
23.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
23.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.0
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
22.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
22.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
22.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
22.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
22.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
22.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.0
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
21.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
21.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
21.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
21.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
21.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
21.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.4
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
21.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
20.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.9
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
18.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
17.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
16.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
SBF1 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
24.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
47.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
46.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
41.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
39.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
38.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
37.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
37.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
36.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
36.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
35.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
34.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
33.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
32.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
32.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
32.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
31.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
31.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
30.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
30.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
30.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
30.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
30.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
29.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
29.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
29.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
28.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
28.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
28.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
27.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
27.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
27.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
26.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
26.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
26.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
24.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
22.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
22.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
22.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
22.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
22.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
21.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
20.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
19.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
19.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
19.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
17.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
16.7
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
15.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
15.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
15.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.9
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
14.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
11.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
9.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
SBF1 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
31.0
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
52.1
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
51.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
50.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
48.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
47.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
46.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
45.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
45.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
45.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
45.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
44.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
44.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
44.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
44.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
43.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
43.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
43.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
42.5
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
41.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
41.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
40.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
40.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
40.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
40.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
40.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
39.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
39.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
39.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
39.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
39.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
39.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
39.0
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
38.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
38.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
38.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
38.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
38.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
38.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
37.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
37.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
37.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
37.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
37.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
37.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
36.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
36.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
36.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
36.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
36.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
36.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
35.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
35.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
35.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
35.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
34.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
34.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
34.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
34.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
34.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
34.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
34.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
34.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
34.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
33.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
33.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
33.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
33.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
33.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
33.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
33.2
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
33.2
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
33.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
33.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
33.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
33.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
32.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
32.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
32.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
32.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
32.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
32.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
32.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
32.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
32.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
32.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
32.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
32.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
32.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
32.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
32.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
32.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
32.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
31.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
31.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
31.6
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
31.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
31.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
31.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
31.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
31.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
31.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
31.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
30.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
30.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
30.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
30.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
30.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
30.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
30.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
29.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
29.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
29.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
29.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
28.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
28.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
28.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
28.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
28.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
28.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
28.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
27.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
27.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
27.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
27.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
27.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
27.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
27.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
26.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
26.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
26.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
26.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
26.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
26.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
26.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
26.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
26.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
25.9
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
25.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
25.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
25.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
25.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
25.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
25.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
25.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
25.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
25.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
24.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
24.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
24.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
24.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
24.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
23.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
23.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
23.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.1
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
22.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
22.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
22.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
22.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
22.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
21.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
21.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
21.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
20.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
20.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
20.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
20.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
19.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
19.1
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
18.3
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
18.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
13.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
8.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.4
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
1c070992-647b-4173-a481-904c4d_D2
Normal
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.2
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.2
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
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Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.2
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Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
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Normal
0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
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Normal
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
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Normal
0.2
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Normal
0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
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Normal
0.2
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Normal
0.1
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Normal
0.1
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Normal
0.1
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
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Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.1
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
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Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.0
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Normal
0.0
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Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
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Normal
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
-0.1
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
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Tumor
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Tumor
-0.2
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Tumor
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
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Tumor
-0.4
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.5
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.