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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.
IFT27 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
16.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
37.5
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
36.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
35.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
30.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
30.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
27.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.8
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
26.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
25.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
24.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
24.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.5
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.5
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
24.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
24.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
23.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
23.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
22.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
22.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
22.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
21.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
21.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
21.7
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
21.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
21.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
21.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
21.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.1
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
21.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
20.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.5
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
20.4
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
20.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
20.2
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
20.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
20.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
19.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
19.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
19.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
19.6
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
19.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
19.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
19.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
19.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
19.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
19.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
18.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
18.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.8
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.8
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
18.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
18.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
18.5
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
18.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
18.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
18.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
18.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
18.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
17.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
17.4
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
17.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
17.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
17.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
17.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
16.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
16.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
16.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
16.6
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
16.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
16.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
16.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
16.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
16.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
15.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
15.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
15.8
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
15.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
15.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
15.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
15.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
15.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
15.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
15.5
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
15.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
15.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
15.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
15.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
15.1
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
15.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
14.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
14.8
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
14.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
14.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.6
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
14.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
14.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
14.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
14.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
14.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
14.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
14.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
13.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
13.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
13.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
13.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
13.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
13.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
13.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
13.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
13.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
12.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
12.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
12.8
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
12.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
12.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
12.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
12.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
12.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
12.5
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
12.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
12.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
12.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
12.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
12.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
12.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
12.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
12.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.8
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
11.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
11.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
11.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
11.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
10.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
10.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
10.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
10.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
10.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
9.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.5
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
9.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
9.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
8.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
8.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
8.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
8.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
8.0
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
7.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
6.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
6.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
4.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
4.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
4.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
4.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 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.
IFT27 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
9.2
Number of samples
486
Samples
Sample
Description
TPM
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
18.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.6
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
16.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
16.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
16.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
16.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
15.7
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
15.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
14.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
14.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
13.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.9
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
13.4
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
13.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
13.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
13.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
13.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
12.6
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.6
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.6
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.5
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.4
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
12.4
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
12.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.3
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
12.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
12.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
12.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
11.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
11.9
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.8
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
11.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
11.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
11.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
11.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
11.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
11.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
11.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
11.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
11.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
11.4
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
11.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
11.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
11.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
11.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.1
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
11.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
11.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
11.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
11.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
11.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
11.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.9
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
10.9
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
10.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
10.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
10.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
10.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
10.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
10.7
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
10.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
10.6
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
10.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
10.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
10.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
10.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
10.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
10.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
10.4
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
10.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
10.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
10.3
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.3
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
10.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
10.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.2
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
10.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
10.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.0
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
10.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
10.0
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.0
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
10.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
9.9
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
9.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
9.9
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
9.8
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.8
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
9.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
9.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
9.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
9.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
9.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
9.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
9.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
9.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
9.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
9.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
9.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
9.6
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.6
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
9.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
9.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
9.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
9.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.5
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
9.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
9.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
9.4
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
9.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
9.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
9.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
9.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
9.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
9.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
9.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
9.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
9.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
9.2
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
9.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
9.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
9.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
9.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
9.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
9.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.0
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
9.0
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.0
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
9.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
8.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
8.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.9
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
8.9
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
8.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
8.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
8.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
8.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
8.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
8.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
8.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
8.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
8.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
8.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
8.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
8.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
8.5
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
8.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
8.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
8.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
8.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.2
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
8.2
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
8.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
8.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
8.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
8.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.0
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
8.0
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.0
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
8.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.0
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
8.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
8.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
8.0
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
8.0
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
8.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
7.9
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
7.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
7.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
7.9
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
7.9
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
7.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
7.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
7.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
7.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
7.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
7.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
7.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
7.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
7.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
7.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
7.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
7.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
7.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
7.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
7.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
7.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
7.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
7.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
7.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.5
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
7.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
7.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
7.5
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
7.4
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
7.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
7.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
7.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
7.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
7.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.3
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
7.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
7.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
7.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
7.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
7.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
7.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
7.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
7.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
7.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.1
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
7.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
7.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
7.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
7.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
7.0
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
7.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
6.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
6.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
6.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
6.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
6.8
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
6.7
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
6.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
6.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
6.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
6.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
6.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
6.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
6.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
6.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
6.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
6.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
6.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
6.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
6.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
6.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
5.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
5.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
5.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
5.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
5.7
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
5.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
5.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
5.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
5.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
5.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
5.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
5.5
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
5.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
5.4
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
5.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
5.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
5.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
5.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
5.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
5.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
5.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
5.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
5.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
4.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.3
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
4.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
4.1
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
4.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
4.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
4.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
3.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
3.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
3.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
3.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
1.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
1.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.0
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.
IFT27 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
15.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
30.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
29.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
26.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
25.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
23.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
20.8
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
20.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.9
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
19.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
19.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
19.2
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
19.0
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
19.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
18.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
18.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
18.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
18.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
17.9
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
17.0
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
16.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
16.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.2
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.9
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
15.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
15.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
15.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
15.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
14.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
13.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
13.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
12.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.5
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
12.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
11.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
11.7
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
11.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
11.3
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
11.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
11.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.0
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
11.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
10.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
10.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
9.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
9.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.0
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
8.8
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
7.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
4.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
IFT27 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
9.0
Number of samples
207
Samples
Sample
Description
TPM
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
18.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
14.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.0
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
13.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
12.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
12.1
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
11.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
11.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
11.3
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
11.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
11.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
11.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
11.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
10.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
10.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
10.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.6
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.5
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
10.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
10.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
10.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
10.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
9.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
9.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
9.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
9.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
9.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
9.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
9.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
9.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
9.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
9.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
9.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
8.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
8.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
8.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
8.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
8.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
8.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
8.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
8.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
8.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
8.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
8.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
8.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
8.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
8.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
8.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
8.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
8.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
8.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
8.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.1
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
8.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
7.9
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
7.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
7.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.7
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
7.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
7.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
7.5
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
7.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
7.4
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
7.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
7.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
7.4
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
7.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
7.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.0
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
7.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
7.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
6.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
6.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
6.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
6.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
6.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.5
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
6.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
6.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
6.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
6.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
6.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
6.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
6.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
6.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
6.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
6.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
5.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
5.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
5.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
5.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
5.7
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
5.5
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
5.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
5.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.5
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
5.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
5.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
5.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
5.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
5.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
5.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
4.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
4.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
4.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
4.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
3.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
3.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.4
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.4
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.4
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.4
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.4
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.4
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.3
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.3
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.3
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.2
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.2
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.2
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.0
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.0
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.0
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.0
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.0
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.0
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.0
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.0
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.1
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
b2400046-1d25-429d-a821-6040a6
Tumor
-0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
-0.2
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.3
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.3
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
-0.3
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.3
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-0.3
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.3
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.5
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.5
0d5554d1-1653-4589-a44f-43113e_D2
Normal
-0.5
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.6
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.6
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.6
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.6
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.6
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.7
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.7
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.8
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.9
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-1.0
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
