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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.
FASTKD2 is potential prognostic, high expression is favorable 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
17.6
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
91.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
48.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
35.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
34.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
33.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
30.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
29.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
29.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
29.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
29.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
27.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
27.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
25.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
25.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
25.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
25.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
24.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.8
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
24.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
24.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
24.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
24.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
24.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
24.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
23.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
23.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
23.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
23.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
23.1
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
23.0
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
22.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
22.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
22.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
22.8
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
22.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.4
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
22.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
22.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.3
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
21.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
21.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
21.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
21.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
21.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
21.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
21.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
21.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
21.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
21.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
21.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
21.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
21.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
20.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.8
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
20.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
20.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
20.6
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
20.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
20.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
20.1
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
19.9
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
19.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
19.8
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
19.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
19.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.4
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.4
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
19.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
19.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
19.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
18.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
18.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
18.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
18.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
18.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
18.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
18.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
18.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
18.0
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
17.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
17.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
17.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
17.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.5
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
17.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
17.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
17.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
17.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.0
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
17.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
17.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.8
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
16.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
16.8
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
16.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
16.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
16.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
16.5
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
16.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
16.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
16.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
16.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
16.2
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
16.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
15.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
15.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
15.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
15.6
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
15.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
15.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
15.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
15.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
15.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
15.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
15.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.2
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
15.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
15.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
15.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
14.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
14.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
14.7
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
14.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
14.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.4
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
14.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
14.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
14.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
14.3
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
14.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
14.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
14.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
14.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
14.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
13.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.5
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
13.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
13.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
13.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
13.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
13.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
12.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
12.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
12.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
12.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.5
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
12.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
12.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
11.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
11.8
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
11.6
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
11.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
11.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
11.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
11.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
11.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
11.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
10.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
10.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
10.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
10.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
9.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
9.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
9.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
9.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
9.6
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
9.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
9.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
8.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
8.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
8.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
7.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
FASTKD2 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
19.9
Number of samples
486
Samples
Sample
Description
TPM
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
52.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
41.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.9
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
32.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
30.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
30.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
29.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
29.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
28.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
28.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
28.1
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
27.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
27.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
27.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
27.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
27.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
27.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
27.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
26.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
26.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
26.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
26.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
26.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
26.4
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
26.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
26.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
25.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
25.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
25.7
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
25.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
25.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
25.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
25.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
25.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
25.1
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
25.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
25.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
25.0
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
25.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
24.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
24.8
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.8
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.8
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
24.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
24.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.5
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.5
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
24.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
24.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
24.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
24.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
24.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
24.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
24.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
24.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
24.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
24.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
23.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
23.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
23.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.6
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
23.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
23.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
23.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
23.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.1
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
23.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
23.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
23.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
23.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
22.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
22.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
22.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.6
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
22.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
22.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
22.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
22.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
22.4
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
22.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
22.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.2
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
22.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
22.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
22.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
22.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
22.0
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
22.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
21.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
21.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
21.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
21.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
21.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
21.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
21.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.6
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
21.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
21.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
21.5
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
21.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
21.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
21.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.3
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
21.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.2
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
21.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
21.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
21.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
21.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
21.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
21.0
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
21.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.0
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
20.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
20.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
20.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
20.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.6
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
20.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
20.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
20.5
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
20.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.5
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
20.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.4
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
20.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
20.3
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
20.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
20.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
20.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
19.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
19.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
19.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
19.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.7
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
19.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
19.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
19.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
19.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
19.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
19.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
19.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
19.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
18.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
18.9
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
18.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.8
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
18.8
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
18.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.8
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
18.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
18.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.7
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
18.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
18.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
18.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
18.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.5
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
18.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
18.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
18.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
18.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
18.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
18.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
18.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
17.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
17.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
17.8
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
17.7
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
17.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.7
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
17.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
17.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
17.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
17.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
17.4
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
17.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
17.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.4
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
17.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
17.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
17.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.3
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
17.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
17.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
17.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
17.0
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.0
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.9
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
16.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
16.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
16.7
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
16.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
16.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
16.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.4
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.3
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
16.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
16.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
16.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
16.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
16.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.0
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
16.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
16.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
15.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
15.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
15.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
15.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.4
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
15.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
15.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
14.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
14.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
14.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
14.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.3
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.2
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
14.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
14.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
14.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
13.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
13.7
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.7
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
13.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
13.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.2
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
12.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.2
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.9
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
5.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
FASTKD2 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
17.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
35.8
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
31.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
31.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
29.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
29.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
28.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
27.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
27.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.3
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
26.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
25.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
25.1
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
23.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
22.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
22.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
21.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
21.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
21.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.9
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
20.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
20.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
19.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
19.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
19.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
18.8
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
18.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
18.5
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
18.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
18.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
17.9
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
17.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
17.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.5
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
16.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
16.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
16.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
16.2
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
15.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
15.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
15.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
15.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
14.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
14.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
14.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.6
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
13.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.5
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
13.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
12.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
12.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
11.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.5
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
5.5
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
5.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
FASTKD2 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
18.3
Number of samples
207
Samples
Sample
Description
TPM
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
37.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
30.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
28.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
26.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
26.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
25.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
24.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.3
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
24.1
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
23.9
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
22.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
22.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
22.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
22.6
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
22.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
22.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
22.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
21.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
21.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
21.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
21.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
21.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
21.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
20.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
20.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
20.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
20.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
20.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
20.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
20.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.4
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
20.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
20.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
20.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.1
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
19.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
19.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
19.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
19.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.4
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
19.3
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
19.3
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
19.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.1
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
19.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
18.9
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
18.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
18.8
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
18.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
18.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
18.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
18.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
18.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
18.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
17.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
17.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
17.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.8
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
17.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.4
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
17.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
17.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
17.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
17.1
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
17.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
16.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.3
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
15.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.2
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
15.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
14.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
14.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
14.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
14.0
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
13.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
13.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.2
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
12.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
12.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
11.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.4
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
1.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
1.0
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.7
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.7
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.7
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.6
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.6
43192517-085e-450e-9481-0a6713_D3
Tumor
0.5
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.5
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.5
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.5
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.4
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.3
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.3
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
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Tumor
0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.0
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.0
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
1c070992-647b-4173-a481-904c4d_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.2
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
-0.2
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.2
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.2
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.2
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.2
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-0.3
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.3
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.3
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.4
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.4
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.4
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.5
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.5
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.5
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.5
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.5
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.5
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.5
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.6
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.6
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.6
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
-0.7
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.7
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.7
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.8
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.9
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
-1.0
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-1.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-1.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-1.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-1.3
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-1.5
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-1.5
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-2.6
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
