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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.
IFT52 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
25.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
66.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
61.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
54.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
54.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
52.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
51.0
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
50.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
50.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
48.5
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
47.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
47.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
47.1
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
47.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
46.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
45.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
44.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
44.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
44.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
44.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
43.8
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
43.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
43.0
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
43.0
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
42.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
42.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
42.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
41.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
41.8
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
40.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
39.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
39.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
39.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
38.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
38.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
38.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
38.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
38.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
37.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
37.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
37.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
37.3
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
37.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
36.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
36.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
36.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
36.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
36.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
36.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
35.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
35.3
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
35.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
34.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
34.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
34.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
33.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
33.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
33.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
33.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
32.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
32.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
32.7
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
32.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
32.4
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
32.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
31.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
31.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
31.5
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
31.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
31.3
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
31.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
31.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.4
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
29.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
29.7
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
29.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
29.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
29.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
28.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
27.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
27.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
26.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.9
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
26.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
26.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
25.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
25.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
25.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
25.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
25.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
25.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
24.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
24.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
24.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
24.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
24.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.2
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
24.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
23.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
23.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
23.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
23.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
23.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
22.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
22.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
22.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
22.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
22.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
22.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
22.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
22.2
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
22.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.8
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
21.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
21.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
21.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
21.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
20.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
20.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
20.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
20.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
20.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
20.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
20.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
20.3
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
20.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
20.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
20.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
19.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
19.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
19.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
19.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
19.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
19.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
19.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
18.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
18.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
18.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
18.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
18.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
18.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
17.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
17.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
17.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
16.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
16.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
16.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
16.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
15.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
15.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
15.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
15.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
15.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
15.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
15.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
15.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
14.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.7
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
14.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.2
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
14.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
14.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
14.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
13.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
13.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.5
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
13.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
13.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
13.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
12.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
12.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
12.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
11.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
11.3
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
10.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
10.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
10.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
9.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
9.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
8.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 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.
IFT52 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
13.4
Number of samples
486
Samples
Sample
Description
TPM
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
39.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
38.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
33.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
33.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
32.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
30.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
29.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
28.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
28.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.1
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
27.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
27.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
26.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
26.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
25.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
24.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
24.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
24.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
23.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
23.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
23.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
23.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
23.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
23.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
23.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
23.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
23.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
22.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
22.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
22.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
22.1
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
22.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
21.8
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
21.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
21.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
21.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
21.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
21.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
20.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.3
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.2
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
20.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
20.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
19.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
19.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
19.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
19.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
19.0
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
18.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
18.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
18.5
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
18.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.3
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.2
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
18.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
18.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
18.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
17.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
17.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
17.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
17.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
17.0
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
17.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
16.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
16.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
16.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
16.7
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.5
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
16.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.1
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
16.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.0
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
15.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
15.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.7
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.6
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.5
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
15.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.4
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
15.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
15.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.1
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
14.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
14.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
14.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.1
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
14.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
13.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
13.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
13.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
13.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
13.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
13.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
13.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.3
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
13.3
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
13.3
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
13.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
13.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
13.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
13.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
13.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
13.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
13.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
12.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
12.9
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
12.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
12.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
12.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
12.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.5
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
12.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.4
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
12.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.4
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
12.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
12.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
12.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
12.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
12.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.2
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.2
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
12.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
12.1
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
12.0
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
12.0
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
12.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
12.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
12.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
11.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
11.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
11.9
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
11.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
11.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
11.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
11.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.5
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
11.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
11.4
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
11.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
11.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.3
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.3
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.2
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
11.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.0
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.0
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
11.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
10.9
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
10.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
10.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
10.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
10.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
10.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.7
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
10.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
10.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
10.6
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
10.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
10.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
10.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
10.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.3
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
10.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
10.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
10.3
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.2
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.2
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
10.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
10.1
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
10.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
10.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
10.0
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
10.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
9.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
9.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
9.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
9.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
9.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
9.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
9.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
9.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
9.7
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.6
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
9.6
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
9.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
9.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
9.5
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
9.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
9.4
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
9.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
9.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
9.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
9.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.3
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
9.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
9.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
9.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.1
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
9.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
9.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
8.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
8.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
8.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
8.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
8.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.6
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
8.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.5
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
8.5
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
8.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
8.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
8.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
8.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
8.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.2
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
8.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
8.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
8.1
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
8.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
8.0
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
8.0
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
8.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
7.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
7.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
7.9
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
7.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
7.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
7.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.7
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
7.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.7
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
7.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
7.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
7.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
7.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
7.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
7.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
7.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
7.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
7.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
7.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
7.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
7.3
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
7.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
7.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
7.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
7.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
7.1
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
7.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
7.0
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
7.0
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.0
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
6.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
6.9
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
6.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
6.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
6.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
6.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
6.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
6.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
6.3
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
6.2
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
5.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
5.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
5.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
5.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
5.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
5.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
5.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
5.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.0
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
4.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFT52 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
29.4
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
65.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
60.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
55.8
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
55.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
51.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
50.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
49.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
47.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
47.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
44.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
44.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
44.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
44.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
41.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
40.8
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
40.7
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
40.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
39.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
39.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
38.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
38.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
38.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
38.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
37.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
37.2
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
36.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
34.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
33.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
33.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
32.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
32.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
31.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
31.8
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
31.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
31.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
31.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
30.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
30.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
29.9
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
29.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
29.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
29.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
28.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
28.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.5
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
27.3
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
27.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
26.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
26.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
25.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
24.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
22.9
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
22.5
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
22.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
22.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
22.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
21.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
20.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.1
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
19.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
18.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
18.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
18.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
16.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.8
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
16.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
16.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
16.1
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
15.3
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.9
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
11.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
8.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
IFT52 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
13.8
Number of samples
207
Samples
Sample
Description
TPM
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
41.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
34.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
33.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
27.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
26.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
26.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
25.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
21.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
20.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
19.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
19.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
18.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
18.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
18.7
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
18.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
17.7
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
17.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
17.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
17.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
17.1
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
17.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
17.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
16.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
16.0
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
15.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.0
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
15.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
14.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
14.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
14.8
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
14.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
14.6
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.5
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
13.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
13.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.6
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
13.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
13.4
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.4
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
13.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
13.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
13.1
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
12.7
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
12.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
12.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.4
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
12.3
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.3
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
12.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
11.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
11.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
11.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
11.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
11.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
11.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
11.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
11.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.2
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.0
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
11.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
10.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
10.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
10.5
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.3
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
10.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.2
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
10.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
10.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.9
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
9.8
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
9.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.4
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
9.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
9.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
9.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
9.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
9.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
9.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
8.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
8.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
8.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
8.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
8.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.9
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
7.7
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
7.7
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
7.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.6
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
7.4
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
7.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
7.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
7.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
6.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
5.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
5.8
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
5.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
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
