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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.
KIF12 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
15.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
139.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
111.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
68.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
67.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
65.7
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
61.3
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
55.9
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
54.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
52.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
46.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
42.5
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
41.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
39.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
38.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
37.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
37.4
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
37.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
37.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
37.0
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
36.4
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
35.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
34.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
33.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
32.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
31.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
31.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
31.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
29.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
29.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
29.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
28.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
28.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
28.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
28.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
28.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
28.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
28.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
27.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
26.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
26.2
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
24.1
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
24.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
23.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
23.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
23.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
23.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.8
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
21.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
21.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
21.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
20.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.6
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
17.9
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
17.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
17.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
17.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
17.6
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
17.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
16.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
15.9
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
14.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
14.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
13.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
13.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
13.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
13.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
13.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.1
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.1
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
13.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
13.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
12.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
12.7
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
12.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
12.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
12.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
11.9
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
11.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
11.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
11.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
11.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
11.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
11.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
11.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
10.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
10.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.1
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
10.1
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
10.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
10.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
10.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.6
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
9.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
9.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
9.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
9.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
9.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
9.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
8.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
8.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
8.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
8.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.9
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
7.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
7.8
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
7.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
7.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
7.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.6
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
7.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
7.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
7.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
7.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
6.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
6.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
6.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
6.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
6.7
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
6.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
6.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
6.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.1
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
5.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
5.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
5.9
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
5.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
5.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
5.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
5.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
5.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
5.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
5.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
4.9
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
4.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
4.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
4.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
4.7
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
4.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
4.6
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
4.3
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
4.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
4.1
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
3.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
3.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
3.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
3.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
3.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
3.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
3.2
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
3.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
3.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
3.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
3.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
2.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
2.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
2.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
2.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
2.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
2.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
2.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
2.3
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
2.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
2.3
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
2.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
2.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
2.0
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
1.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
1.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
1.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
1.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
1.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
1.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
0.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
0.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
0.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
0.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
0.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 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.
KIF12 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
13.1
Number of samples
486
Samples
Sample
Description
TPM
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
54.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
53.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
49.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
47.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
46.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
46.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
43.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
42.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
39.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
38.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
38.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
38.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
37.0
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
36.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
36.3
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
36.0
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
35.5
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
35.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
35.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
35.1
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
33.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
32.8
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
32.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
31.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
31.7
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
31.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
30.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
30.6
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
30.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
29.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
29.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
29.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
29.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
29.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
28.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
27.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
27.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.8
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
27.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
27.7
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
27.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
27.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
27.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
26.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
26.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
25.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
25.8
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
25.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
25.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
25.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
25.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
25.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
25.3
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
25.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
25.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.8
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
24.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
24.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
24.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
24.4
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.8
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
23.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
23.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
22.8
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
22.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
22.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
22.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.9
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
21.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
21.6
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
21.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
20.3
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
19.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
19.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.7
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
19.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
19.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
19.4
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.3
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.1
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.9
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
18.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.6
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
18.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
18.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
18.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
18.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
17.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.9
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
17.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
17.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
16.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.8
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
16.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
16.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
15.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
14.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
14.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.6
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
14.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.3
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
14.2
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.0
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
14.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
14.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
13.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
13.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
13.7
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
13.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
13.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
13.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
13.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
13.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
13.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
13.1
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
12.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.7
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.6
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
12.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
12.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.3
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
12.2
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
12.2
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
12.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
11.9
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
11.7
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
11.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
11.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
11.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
11.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
11.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
11.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
11.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.2
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.2
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
11.1
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
11.1
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.1
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.1
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
11.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.0
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
10.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
10.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
10.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
10.6
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
10.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
10.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
10.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
10.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
10.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
10.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
10.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.9
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
9.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
9.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
9.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
9.6
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
9.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
9.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
9.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
9.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
9.3
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.3
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
9.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
9.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.2
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
9.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
9.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
9.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
9.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
9.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
9.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
9.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
9.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
9.0
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
8.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
8.9
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
8.9
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
8.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
8.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
8.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
8.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
8.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
8.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
8.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
8.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
8.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
8.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
8.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
7.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
7.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
7.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
7.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
7.8
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
7.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
7.7
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
7.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
7.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
7.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
7.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
7.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
7.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
7.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
7.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
7.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
7.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
7.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
7.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
7.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
7.0
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
7.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
6.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
6.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
6.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
6.7
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
6.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
6.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
6.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
6.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
6.6
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
6.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.5
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
6.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
6.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
6.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
6.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
6.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
6.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
6.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
6.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
6.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
6.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
5.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
5.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
5.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
5.8
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
5.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
5.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
5.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
5.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
5.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
5.5
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
5.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
5.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
5.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
5.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
5.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
5.1
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
5.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
4.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
4.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
4.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
4.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
4.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
4.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
4.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
4.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
4.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
4.5
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
4.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
4.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
4.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
4.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
4.4
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
4.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
4.3
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
4.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
4.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
4.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
4.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
4.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
4.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
4.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
3.9
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
3.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
3.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
3.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
3.8
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
3.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
3.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
3.7
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
3.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
3.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
3.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
3.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
3.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
3.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
3.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
3.3
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
3.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
3.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
3.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
3.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
3.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
2.9
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
2.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
2.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
2.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
2.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
2.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
2.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
2.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
2.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
2.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
2.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
2.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
2.1
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
2.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
2.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
2.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
2.1
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
2.0
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
2.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
1.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
1.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
1.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
1.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
1.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
1.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
1.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
1.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
1.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
1.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
1.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
1.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
1.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
1.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
1.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
0.9
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
0.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
0.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
0.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
0.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
0.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
0.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
0.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
0.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
0.2
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.
KIF12 is potential prognostic, high expression is favorable 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
14.5
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
92.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
52.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
47.8
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
43.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
39.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
34.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
30.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
30.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
28.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
28.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
26.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
26.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
24.8
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
24.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
22.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
19.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
19.5
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
19.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
17.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
17.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
17.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
15.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
14.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
14.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.0
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
13.6
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
13.3
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
13.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.9
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
12.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
12.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
12.5
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
12.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
12.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
12.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
12.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
10.9
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
10.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
10.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
9.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.8
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
8.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
7.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
7.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
7.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
7.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
6.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
5.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
5.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
5.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
5.4
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
5.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
5.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
4.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
4.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
3.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
3.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
3.0
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
2.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
2.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
2.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
1.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
1.5
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
1.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 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.
KIF12 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
14.1
Number of samples
207
Samples
Sample
Description
TPM
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
56.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
56.5
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
55.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
39.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
36.6
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
36.1
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
34.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
31.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
30.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
30.3
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
29.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
29.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
28.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
27.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.7
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
27.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
26.9
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
26.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
24.4
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
24.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
23.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
22.7
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
21.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
20.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
19.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.8
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
19.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
19.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
19.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.8
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
18.1
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
17.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
17.0
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.9
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.4
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
16.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.0
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
15.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.7
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
15.6
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
15.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
15.2
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.0
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
14.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.0
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.6
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
13.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
13.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
12.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
12.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.6
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
12.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.5
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
12.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
12.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
12.1
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
12.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
11.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
11.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
11.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
10.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
10.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
10.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
9.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
9.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.7
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
9.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.1
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.1
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.1
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
9.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
8.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.7
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
8.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
8.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
8.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
7.9
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
7.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
7.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
7.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
7.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
7.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
7.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
7.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
7.4
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
7.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
7.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
7.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
7.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
7.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
7.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
7.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
6.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
6.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
6.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
6.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
6.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
6.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.2
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
6.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
6.1
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
6.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
5.5
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
5.3
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
5.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
5.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.9
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
4.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
4.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
4.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
4.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
4.3
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
3.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
3.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
3.7
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
3.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
3.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
3.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
3.2
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
2.9
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
2.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
2.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
2.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
2.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
1.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
1.2
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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
