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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.
KIF11 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
11.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
34.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
29.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
25.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
23.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
23.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
21.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
21.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
21.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
21.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.5
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.5
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.4
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
19.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
19.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
19.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
19.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
19.4
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
19.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
18.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
18.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
18.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
18.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
18.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
17.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
17.3
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
17.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
16.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.4
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
16.4
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.1
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
16.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
15.9
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
15.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
15.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.7
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
15.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
15.6
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
15.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
15.4
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.4
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
15.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
15.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
15.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
14.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
14.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
14.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
14.1
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
14.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
13.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
13.8
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.6
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
13.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
13.3
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
13.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
13.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.1
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
13.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
13.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
12.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
12.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
12.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
12.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.4
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
12.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
12.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
12.1
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
12.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
12.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
11.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
11.6
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
11.6
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
11.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
11.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.4
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
11.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.3
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
11.1
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
11.0
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
10.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.7
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.7
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
10.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
10.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
10.5
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
10.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
10.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
10.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
10.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
10.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
10.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
9.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
9.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
9.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
9.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
9.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
9.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
9.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
9.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
9.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
9.2
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.2
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
9.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
9.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.1
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
9.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
9.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
8.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
8.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
8.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
8.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.6
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
8.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
8.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
8.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
8.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
8.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
8.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
8.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
8.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
8.0
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
8.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.9
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.9
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.6
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
7.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
7.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
7.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
7.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
7.2
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
7.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
7.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.0
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.9
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
6.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
6.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
6.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
6.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
6.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
6.3
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
6.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.3
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
6.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
5.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
5.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
5.6
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
5.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
5.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
5.2
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
5.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.1
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
5.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
4.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
4.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
4.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
4.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
4.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
3.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
3.1
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KIF11 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
17.8
Number of samples
486
Samples
Sample
Description
TPM
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
52.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
48.6
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
42.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
42.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
39.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
38.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
35.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
35.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
35.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
34.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
34.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.1
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
33.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
33.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
33.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
33.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
32.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
32.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
32.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
32.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
31.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
31.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
31.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
31.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.1
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
31.0
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
30.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
30.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
30.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
30.5
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
30.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
29.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
29.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
29.1
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
28.9
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
28.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
27.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
27.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
27.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
27.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
27.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
26.7
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
26.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
26.3
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
26.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
26.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
26.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
26.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
26.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
25.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
25.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.5
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
25.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
25.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
25.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
25.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.1
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.0
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
24.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
24.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
24.7
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
24.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
24.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
24.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
24.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
24.0
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
23.9
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
23.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.6
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
23.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
23.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
23.2
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
23.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
23.0
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
22.9
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
22.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
22.7
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.6
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
22.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
22.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
22.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
22.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
22.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
22.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
22.0
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
21.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
21.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
21.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.3
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
21.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
21.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
21.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.0
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.9
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.9
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
20.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
20.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
20.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.3
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
20.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
20.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
20.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
20.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
20.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
19.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
19.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.5
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
19.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
19.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.2
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
19.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
19.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
19.1
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.1
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
18.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
18.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
18.8
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
18.6
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
18.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.5
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
18.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
18.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.4
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
18.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
18.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
18.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
17.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.8
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
17.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.8
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
17.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.7
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.7
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
17.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
17.6
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
17.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
17.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.1
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.0
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
16.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
16.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
16.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.5
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
16.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
16.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
16.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.3
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
16.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
16.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
16.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
15.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
15.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.8
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
15.8
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
15.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.4
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
15.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
15.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
15.3
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.2
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
15.1
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
14.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
14.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
14.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
14.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
14.1
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
13.9
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
13.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
13.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
13.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
13.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
13.0
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
13.0
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
12.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
12.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
12.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
12.6
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
12.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
12.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
12.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.3
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
12.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
12.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.2
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
12.1
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
12.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.9
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
11.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
11.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
11.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
11.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.5
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
11.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
11.1
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.1
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
10.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
10.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
10.5
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
10.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.4
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
10.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.3
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.3
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
10.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
10.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
10.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
10.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
9.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
9.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
9.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
9.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.6
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
9.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
9.5
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
9.5
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
9.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
9.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.2
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
9.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
8.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
8.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
8.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
8.5
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
8.5
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
8.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
8.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
8.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
8.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
8.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
8.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
8.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
8.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
8.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
8.1
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
8.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
8.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
8.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
8.0
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
8.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
8.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
7.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
7.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
7.3
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
7.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
7.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
7.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
6.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
6.7
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
6.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
6.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
6.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
6.1
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
6.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
5.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
4.5
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
4.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
4.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
4.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
3.1
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.2
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.
KIF11 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
10.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
41.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
26.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
19.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
19.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
17.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
17.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
16.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
15.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
14.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
14.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
14.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
14.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
14.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
13.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
13.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
13.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
12.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.9
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
11.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
11.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.5
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.2
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.0
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
10.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
9.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
9.5
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
9.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
9.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
9.2
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.8
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
7.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
7.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
6.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
6.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
5.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.4
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.3
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
5.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
5.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
4.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
4.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
4.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
3.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
3.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.5
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
3.4
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KIF11 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
14.6
Number of samples
207
Samples
Sample
Description
TPM
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
42.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
40.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
39.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
34.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
32.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
31.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
27.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
27.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
26.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
26.3
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
26.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.6
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
25.3
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
25.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.6
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
24.6
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
24.5
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
24.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
23.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.5
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
23.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
23.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
22.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
22.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
22.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
22.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
20.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
20.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.5
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
20.3
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
20.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.0
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
20.0
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
19.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
19.5
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
19.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.0
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
18.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
18.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
18.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
18.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.2
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
18.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
17.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
16.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
16.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
16.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
16.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
16.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
16.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
15.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
15.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
15.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.5
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
15.3
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
15.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
14.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
14.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
14.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
14.7
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.4
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
14.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
13.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.4
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
13.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
13.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
12.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
12.9
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.7
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
12.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.5
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
12.3
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
12.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
12.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
12.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
11.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
11.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
11.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
11.1
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
11.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
10.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
10.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
10.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
10.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.3
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
10.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
10.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
10.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
9.6
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
9.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
9.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
9.2
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
9.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
8.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
8.2
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
8.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
7.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
7.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
7.4
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
7.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
6.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
6.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
6.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
6.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
6.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
6.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
6.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
5.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
5.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
5.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
5.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
4.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
4.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
3.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
3.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
2.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
1.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
1.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
1.5
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
1.3
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
1.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
1.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
1.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
1.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
1.0
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.9
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.9
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.9
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.9
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.8
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.8
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.7
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.7
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.7
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.7
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.6
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.6
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.5
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.5
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.5
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.5
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.4
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.4
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.4
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.3
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.3
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.3
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.3
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.0
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.0
43192517-085e-450e-9481-0a6713_D3
Tumor
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.0
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.1
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.1
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.3
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.3
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
-0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.3
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.4
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.4
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.4
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.4
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.4
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.4
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.4
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-0.4
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.4
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.4
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.5
b2400046-1d25-429d-a821-6040a6
Tumor
-0.5
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.5
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
-0.5
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.5
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.5
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.5
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
-0.6
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.6
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
-0.6
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.6
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.6
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.7
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.7
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
-0.7
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.7
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.8
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.8
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.8
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.8
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.9
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.9
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.9
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.9
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.9
348f6009-e1be-44d2-a093-9ca844_D2
Normal
-1.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-1.2
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
