We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
FBXW4 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
20.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
39.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
38.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
37.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
36.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
36.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
35.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
34.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
32.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
32.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
32.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
31.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
30.9
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
30.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
30.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
29.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
29.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
28.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
28.2
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
28.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
28.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
28.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
28.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
27.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
27.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
27.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
27.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
27.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
26.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
26.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
26.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
26.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
26.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
26.2
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
26.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
25.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
25.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
25.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
25.3
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
25.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
25.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
25.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
24.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
24.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
24.6
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
24.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
24.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
24.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
24.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
24.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
23.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
23.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
23.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
23.2
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
23.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
22.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
22.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
22.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
22.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
22.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
22.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
22.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
21.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
21.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
21.7
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
21.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
21.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
21.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
21.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
21.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
21.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.0
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
20.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
20.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
20.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
20.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
20.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
20.0
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
19.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
19.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
19.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
19.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
19.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
19.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
18.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
18.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
18.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
18.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
18.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
17.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
17.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
17.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
17.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
17.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
17.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
17.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
17.1
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
17.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
17.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
16.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
16.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
16.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
15.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
15.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
15.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
15.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
15.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.0
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
14.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
14.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
14.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
14.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
14.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
13.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
13.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
12.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
12.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
12.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
12.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
11.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
11.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
11.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.7
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
10.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.9
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
9.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
8.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
6.2
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.0
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.
FBXW4 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
11.3
Number of samples
486
Samples
Sample
Description
TPM
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
29.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
27.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
23.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
22.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
21.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.8
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
19.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.7
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
17.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
17.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.9
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
16.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
16.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
16.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
16.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.6
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
16.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
16.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
16.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
15.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
15.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
15.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
15.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.0
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
14.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
14.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
14.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.4
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
14.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
14.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
14.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
14.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
13.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
13.8
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
13.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
13.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
13.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
13.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
13.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
13.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
13.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
13.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
13.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
13.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
13.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
12.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
12.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
12.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
12.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
12.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
12.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
12.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
12.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.5
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
12.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
12.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
12.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
12.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
12.2
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.1
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.0
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
12.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
12.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.9
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
11.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
11.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
11.7
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.7
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
11.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
11.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
11.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
11.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
11.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
11.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
11.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
11.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
11.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
11.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
11.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
11.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
11.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
11.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.0
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
11.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
11.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
11.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
11.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
10.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
10.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
10.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
10.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
10.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
10.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
10.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
10.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
10.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
10.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
10.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
10.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.6
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.6
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
10.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.5
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
10.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.4
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.3
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
10.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.3
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
10.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
10.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
10.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
10.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
10.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.0
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
10.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
10.0
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
9.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
9.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
9.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
9.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.7
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
9.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.5
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
9.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.5
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.2
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
9.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
9.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
9.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
9.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
8.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
8.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.8
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
8.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
8.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
8.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
8.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
8.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
8.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
8.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
8.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
8.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
8.3
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
8.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
8.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
8.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
8.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
8.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.1
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
8.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.8
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
7.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
7.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
7.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
7.7
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
7.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
7.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
7.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
7.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
7.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
7.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
7.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
7.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
6.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
6.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
6.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
6.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
6.6
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
6.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
6.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
6.6
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
6.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
6.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
6.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
6.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.2
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
6.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
5.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.7
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
5.4
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.3
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FBXW4 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
19.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
47.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
36.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
35.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
32.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
26.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
25.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
25.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
25.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
24.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
23.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
23.2
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
22.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
21.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
21.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
21.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
21.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
20.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
19.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
19.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
19.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
18.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
18.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
18.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
17.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
17.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
17.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.4
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
17.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
17.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.2
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
17.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
16.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
16.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
16.2
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
15.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
15.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
14.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
14.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
14.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
13.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
13.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
13.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
11.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
FBXW4 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
10.2
Number of samples
207
Samples
Sample
Description
TPM
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
18.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
17.3
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.0
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
15.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
14.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
14.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
14.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
13.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
13.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
13.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
12.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
12.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
12.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
12.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
12.1
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
11.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
11.2
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
11.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
11.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
10.7
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
10.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
10.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
10.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
10.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
10.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
10.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
9.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
9.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
9.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
9.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.6
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
9.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
9.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
9.1
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
9.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
9.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
8.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
8.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
8.7
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
8.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
8.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
8.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
8.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
8.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
8.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
8.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
8.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
8.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
8.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
7.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
7.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
7.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
7.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
7.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
7.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
7.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.4
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
7.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.4
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
7.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
7.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
6.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
6.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
5.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.2
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
3.8
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.3
Show allShow less
COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
