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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.
FN3K is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
19.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
76.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
58.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
55.1
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
54.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
49.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
46.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
46.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
46.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
43.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
42.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
41.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
41.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
41.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
40.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
39.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
39.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
37.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
36.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
36.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
35.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
35.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
34.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
34.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
33.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
33.8
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
33.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
33.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
33.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
32.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
32.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
32.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
32.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
32.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
31.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
30.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
30.1
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
30.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
29.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
29.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
29.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
28.7
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
28.7
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
28.6
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
28.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
28.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
28.0
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
26.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
26.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
25.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
25.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
25.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
25.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
25.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
25.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
24.6
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
24.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
24.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
23.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
23.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
22.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
22.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
22.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
21.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
21.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
21.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.3
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
20.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
20.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
20.0
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
19.9
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
19.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
19.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
19.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
19.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
19.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
19.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
19.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
19.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
19.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
18.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
18.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
18.7
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
18.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
18.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
18.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
18.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
18.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
18.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
18.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
17.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.5
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
17.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
17.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
16.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
16.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
16.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
16.1
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
16.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
16.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
16.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
15.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
15.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
15.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
15.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
14.8
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
14.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
14.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
14.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
14.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
14.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
14.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.5
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
14.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
14.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
14.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
13.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
13.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
13.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
13.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
12.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
12.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
12.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.5
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
12.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
12.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
12.0
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
11.8
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
11.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
11.2
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
11.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
11.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
10.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
10.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
10.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
10.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.0
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
9.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
9.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
9.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
8.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
8.5
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
8.4
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
8.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
7.5
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
7.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
6.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
6.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
6.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
5.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
4.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
4.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
4.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
3.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
3.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
1.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
0.6
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.
FN3K 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
14.7
Number of samples
486
Samples
Sample
Description
TPM
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
57.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
56.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
55.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
49.4
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
36.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
35.9
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.9
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
32.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
32.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
32.2
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
30.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
30.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
30.0
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
29.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
27.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
27.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
27.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
27.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
27.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
26.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
26.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
24.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
24.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
23.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
23.5
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
22.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
22.6
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
22.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
21.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
21.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
21.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
21.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
21.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
20.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
20.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
20.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
20.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
20.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
20.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
20.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
20.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
20.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
20.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
20.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
20.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.0
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
19.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
19.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.4
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.3
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
19.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
19.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
19.0
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
19.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.9
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.8
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
18.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.8
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
18.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
18.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
18.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
18.5
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
18.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
18.3
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
18.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
18.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
17.9
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.8
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
17.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
17.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.3
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
17.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
17.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
16.9
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
16.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.7
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
16.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
16.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.5
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
16.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
16.2
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
16.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
15.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
15.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
15.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
15.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
15.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
15.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.3
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
15.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
15.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
14.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
14.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
14.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
14.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.4
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
14.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
14.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
14.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
14.3
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
14.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.2
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
14.1
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
14.1
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
14.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
13.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
13.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
13.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
13.3
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
13.3
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
13.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
13.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
13.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
13.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
13.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
12.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
12.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
12.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
12.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
12.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
12.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.5
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
12.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
12.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
12.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.3
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
12.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.9
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.9
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
11.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
11.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
11.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.6
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
11.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
11.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
11.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.2
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
11.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
11.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
11.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
10.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
10.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
10.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
10.7
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
10.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
10.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
10.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
10.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.4
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
10.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
10.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
10.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
10.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
10.1
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
10.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
9.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
9.8
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
9.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
9.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
9.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
9.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
9.1
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.1
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.0
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
8.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
8.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
8.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
8.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
8.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.6
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
8.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
8.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
8.5
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
8.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
8.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
8.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
8.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
8.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
8.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
7.9
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
7.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
7.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
7.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
7.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
7.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
7.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
7.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
7.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
6.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
6.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
6.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
6.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
6.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
6.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
6.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
6.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
6.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
6.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
6.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
5.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
5.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
5.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
5.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
5.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
5.6
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
5.6
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
5.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
5.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
5.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
5.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
4.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
4.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
4.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
4.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
4.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
4.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
4.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
4.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
4.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
3.8
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
3.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
3.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
2.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
2.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
0.7
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.
FN3K 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
18.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
47.2
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
39.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
38.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
37.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
35.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
29.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
29.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
29.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
27.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
27.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
27.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
26.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
26.7
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
26.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
25.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
24.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
24.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
23.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
23.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
22.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
22.5
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
20.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
20.3
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
20.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
19.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
19.8
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
18.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
18.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.3
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
17.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
17.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
17.1
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
16.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
16.4
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
15.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
15.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
14.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
14.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
13.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
13.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
12.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
12.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
11.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
11.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.4
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
10.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
10.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
10.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
10.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
9.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
7.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
6.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.5
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.
FN3K 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
36.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
32.4
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
29.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
29.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
28.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
27.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
26.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.3
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
25.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.8
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.2
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
24.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
23.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
21.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
20.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
20.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
20.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
20.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
20.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.8
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
18.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
18.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
18.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.8
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
17.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.4
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
17.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
17.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
17.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
16.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.3
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
16.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
15.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
15.5
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.6
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
13.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
13.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
13.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
13.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
13.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
13.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
13.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.8
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
12.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
12.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.6
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
12.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
12.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
12.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
11.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.7
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.4
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
11.0
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
10.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.9
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.6
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
10.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.3
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
10.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
10.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
10.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.9
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
9.8
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
9.8
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
9.4
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
9.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.2
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.8
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.7
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
8.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
8.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
7.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
7.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.6
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
7.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
7.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
6.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
6.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
6.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
6.4
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.3
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
6.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
5.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
5.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
5.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
4.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
4.7
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
4.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
4.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
3.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.9
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.7
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.7
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.7
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.7
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.6
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.6
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.6
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.6
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.5
b2400046-1d25-429d-a821-6040a6
Tumor
0.5
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.5
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.5
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.5
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.5
963fc8db-f412-4427-a198-23f660_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.5
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.4
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.4
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.4
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.4
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.3
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.3
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.3
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.3
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.1
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
1c070992-647b-4173-a481-904c4d_D2
Normal
0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.0
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.0
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.0
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.2
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.2
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.2
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.3
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.4
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.4
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.4
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.5
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.5
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.5
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.5
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.6
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.6
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.7
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.7
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.8
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.9
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.9
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-1.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-1.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-1.1
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
