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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.
TKFC 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
28.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
111.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
88.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
87.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
77.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
71.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
63.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
62.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
54.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
54.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
51.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
51.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
50.7
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
50.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
49.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
49.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
48.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
47.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
45.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
45.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
44.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
44.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
44.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
43.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
43.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
42.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
42.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
42.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
41.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
41.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
40.7
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
40.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
40.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
40.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
40.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
39.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
39.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
39.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
39.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
38.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
38.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
38.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
38.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
38.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
38.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
37.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
37.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
37.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
37.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
37.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
36.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
36.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
36.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
36.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
36.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
36.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
36.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
36.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
35.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
35.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
35.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
35.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
34.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
34.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
34.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
34.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
34.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
34.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
34.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
33.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
33.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
33.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
33.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
33.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
32.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
32.9
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
32.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
32.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
32.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
32.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
31.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
31.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
31.5
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
31.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
31.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
30.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
30.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
30.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
30.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
30.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
29.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
29.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
29.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
29.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
29.2
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
28.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
28.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
28.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
28.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
27.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
27.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
27.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
27.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
27.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
27.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
27.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
27.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
26.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
26.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
26.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
26.1
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
26.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
25.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.7
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
25.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
25.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
25.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
25.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
25.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
24.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
24.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
24.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
23.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
23.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
23.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
23.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.5
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
23.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
23.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
23.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
23.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
22.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
22.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
22.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
22.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
22.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
21.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
21.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
21.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
21.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
20.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
20.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.9
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
20.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
20.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
20.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
20.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
20.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
20.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
19.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
19.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
19.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
19.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.1
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.0
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.9
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
18.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.5
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
18.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
18.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
18.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
18.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
17.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
17.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
17.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
17.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
16.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
16.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
16.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
16.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
15.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
15.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
15.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
14.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
14.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
13.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
11.3
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.2
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
9.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
9.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.0
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TKFC 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
16.7
Number of samples
486
Samples
Sample
Description
TPM
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
61.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
58.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
47.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
41.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
39.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
39.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
38.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
37.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
37.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
37.2
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
36.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
36.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
33.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
31.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
31.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
31.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
31.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
31.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
30.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
29.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
28.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
28.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
28.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
28.3
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
27.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
27.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
27.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
27.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
26.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
26.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
25.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
25.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
25.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
24.9
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
24.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
24.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
24.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
24.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
24.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
24.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
23.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
23.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
23.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.4
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
23.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
23.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
22.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.8
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.8
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
22.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
22.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
22.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
22.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
21.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
21.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
21.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
20.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
20.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.2
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
20.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.9
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
19.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
19.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
18.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
18.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
18.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
18.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
18.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
18.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
18.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
18.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
18.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.0
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
17.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
17.6
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.5
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
17.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
17.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
17.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.1
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
17.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
17.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
16.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
16.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.5
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
16.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
16.5
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
16.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.4
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.3
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
16.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
16.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
15.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
15.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
15.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
15.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
15.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
15.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
15.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
15.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
15.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
15.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
15.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
14.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
14.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
14.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
14.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
14.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
14.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
14.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
14.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
14.4
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
14.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
14.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
14.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
14.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
14.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
14.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.9
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
13.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
13.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
13.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
13.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.2
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
13.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
13.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
13.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.1
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
13.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.9
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
12.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
12.8
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
12.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
12.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.7
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
12.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
12.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
12.4
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
12.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
12.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
12.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
11.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
11.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.7
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.6
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
11.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
11.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.5
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
11.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
11.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
10.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.9
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
10.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
10.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
10.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.5
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
10.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
10.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.0
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
9.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
9.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
9.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
9.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
9.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
9.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.4
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
9.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
9.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
9.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
9.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
8.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
8.9
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
8.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
8.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
8.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
8.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
8.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
7.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.8
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
7.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
7.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
7.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
6.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
6.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
5.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
4.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
4.1
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
TKFC is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
26.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
89.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
68.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
58.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
52.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
48.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
48.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
47.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
46.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
45.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
45.2
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
44.7
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
44.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
42.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
42.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
41.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
41.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
40.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
38.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
37.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
36.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
36.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
33.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
33.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
33.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
31.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
31.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
27.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
27.6
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
27.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
26.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.9
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
25.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
24.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
24.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
23.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
23.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
23.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
22.5
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
22.0
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
20.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
19.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
19.8
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.5
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
19.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
17.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
17.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
17.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.7
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
16.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
16.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
15.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
15.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
14.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
13.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
13.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
12.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.0
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
9.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
TKFC 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
14.0
Number of samples
207
Samples
Sample
Description
TPM
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
45.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
36.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
30.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
26.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
25.5
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
24.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
24.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
23.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.8
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.5
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
23.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
23.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
21.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.5
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
21.3
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
20.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.0
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
19.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
19.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
18.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
18.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
18.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
17.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
17.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
17.2
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
16.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
16.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.7
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
16.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.3
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
16.2
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
15.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
15.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
15.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
15.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.9
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
14.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
14.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.5
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
14.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
13.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
13.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
13.6
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
13.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
12.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
12.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.4
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
12.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
12.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
11.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
11.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
11.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
11.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.3
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
11.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
11.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.8
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
10.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
10.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.6
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
9.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
9.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
9.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
8.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
8.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
8.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.6
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
8.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
8.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
8.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
7.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
6.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
5.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
5.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
4.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
2.5
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
2.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.1
1c070992-647b-4173-a481-904c4d_D2
Normal
1.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
1.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
1.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.9
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.8
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.5
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.5
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.5
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.5
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.4
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.4
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.4
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
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Tumor
0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
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Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.0
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
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Normal
0.0
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.1
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.1
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.1
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
d80408d6-598d-4411-ab34-eb2545_D2
Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.2
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.2
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Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.2
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Normal
-0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
-0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.2
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.3
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.3
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.4
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Normal
-0.5
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.5
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.8
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
