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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FAM83E 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
24.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
93.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
78.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
72.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
65.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
60.7
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
60.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
59.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
58.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
55.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
54.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
51.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
49.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
48.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
47.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
47.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
47.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
47.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
47.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
46.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
45.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
44.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
44.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
42.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
41.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
41.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
41.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
41.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
40.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
39.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
39.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
38.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
38.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
37.9
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
37.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
37.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
36.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
36.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
36.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
36.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
35.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
35.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
35.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
35.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
34.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
34.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
33.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
33.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
33.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
33.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
32.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
32.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.9
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
31.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
31.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
31.2
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
31.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
30.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
30.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
30.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
30.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.2
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
29.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
29.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
29.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
29.0
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
28.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
28.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
28.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
27.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
27.9
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
27.6
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
26.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.1
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
25.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
25.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.7
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
25.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.5
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
25.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
25.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
25.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
25.2
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
24.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
23.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
23.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
23.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
22.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.8
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
22.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
22.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
22.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
21.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
20.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
20.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
19.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
19.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
19.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
19.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
19.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
19.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
18.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
18.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
18.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
17.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
17.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
17.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
17.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
17.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
17.2
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.2
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
16.8
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
16.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
16.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
16.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
16.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
16.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
15.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
15.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.3
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
15.3
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
15.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
15.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
14.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
13.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
13.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
12.4
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
12.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
11.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
10.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
10.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
10.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
10.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
10.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
9.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
9.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
8.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
8.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
7.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.4
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
6.9
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
6.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
6.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
4.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
2.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.5
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.
FAM83E 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
18.5
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
78.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
73.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
67.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
63.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
50.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
47.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
46.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
45.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
45.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
44.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
44.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
42.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
41.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
41.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
40.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
40.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
40.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
37.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
37.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
37.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
36.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
36.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
36.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
36.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
35.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
34.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
34.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
33.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
33.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
32.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
32.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
32.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
31.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
31.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
31.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
31.3
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
31.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
30.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
30.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
30.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
30.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
29.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
29.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
29.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
29.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
28.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
28.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
28.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
28.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
28.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
28.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
28.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
27.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
27.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.8
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
27.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
27.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
27.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
27.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
27.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
27.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
26.8
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
26.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
26.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
25.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
25.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
25.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
25.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
24.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.7
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
24.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
24.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
24.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
24.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
24.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
24.2
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
24.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
23.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.7
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
23.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
23.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.7
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
22.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
22.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
22.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
22.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
22.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
21.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
21.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
21.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
21.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
21.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
21.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
20.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
20.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
20.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
20.5
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
20.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.3
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
20.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
20.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
20.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
20.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
20.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
19.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
19.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
19.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
19.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
19.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
19.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
19.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.9
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
18.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
18.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.4
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
18.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
18.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
18.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
18.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
18.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
17.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
17.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
17.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
17.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
17.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
17.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
17.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
17.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.7
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
16.6
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.4
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
16.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.2
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
16.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
16.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
15.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.6
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.2
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
15.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
14.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
14.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
14.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
14.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
14.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.2
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
14.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.0
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
14.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
13.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
13.9
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
13.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
13.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.8
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
13.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.6
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
13.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
13.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
13.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
13.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
13.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
13.1
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
13.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
12.9
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
12.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.9
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.8
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
12.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
12.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
12.4
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
12.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
12.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
11.7
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.6
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
11.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
11.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
11.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
10.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
10.4
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
10.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
10.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
9.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.8
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
9.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
9.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
9.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
9.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
9.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
9.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
9.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.1
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.0
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
8.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
8.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
8.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
8.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
8.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
8.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
7.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
7.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
6.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
6.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
6.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
5.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
5.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
5.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
5.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
5.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
4.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
3.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
3.8
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
3.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
2.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
2.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
FAM83E 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
20.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
53.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
52.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
45.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
44.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
43.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
39.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
38.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
36.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
36.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
34.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
34.1
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
32.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
32.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
31.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
30.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
29.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
29.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
27.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.8
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
25.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
25.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
24.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
23.5
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
23.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
23.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
23.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.0
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
21.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
21.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
21.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
20.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
20.2
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
20.1
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
19.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
19.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
19.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
19.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
19.0
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.6
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
18.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
18.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
18.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
18.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
17.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
17.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
17.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
17.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
16.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
16.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
16.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
15.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
14.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
13.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
13.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.5
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
13.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
12.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.6
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
12.5
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
12.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
8.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.9
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
7.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
6.3
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
5.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
5.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 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.
FAM83E 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
19.0
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
80.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
52.0
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
48.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
47.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
44.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
44.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
41.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
40.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
39.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
38.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
37.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
37.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
37.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
35.0
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
34.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
34.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
32.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
32.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
32.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
32.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
32.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
30.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
30.5
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
29.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
29.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
29.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
29.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
28.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
28.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
28.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
28.2
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
28.0
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
27.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
27.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
27.4
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
27.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
26.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
26.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
26.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
26.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
26.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
25.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
25.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
25.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
25.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
24.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
24.3
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
24.2
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
24.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
24.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.8
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
23.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
23.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
22.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
22.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
22.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
22.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
20.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
20.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
20.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
20.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
20.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
19.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.5
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
19.3
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.8
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.9
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
17.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
17.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
17.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
17.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
17.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
16.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
16.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
16.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
15.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
15.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.6
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
15.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
15.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.3
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
14.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.6
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
13.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
13.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
12.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
12.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.0
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
10.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
9.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
9.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
8.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
8.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
8.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.7
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
8.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
7.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
7.1
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
6.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
6.6
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
4.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
4.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
4.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
3.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
1.7
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
1.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
1.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
1.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
1.0
b2400046-1d25-429d-a821-6040a6
Tumor
1.0
8cc7e656-0152-4359-8566-0581c3
Tumor
0.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.9
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.7
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.7
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.7
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.7
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.7
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.6
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.6
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.6
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.5
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.4
82157a70-12f1-4913-b548-d98881_D2
Normal
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.3
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.5
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.5
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.6
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.7
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.8
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-1.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-1.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-1.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-1.3
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
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_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
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
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
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
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
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_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
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
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
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
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
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_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
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
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
