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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.
KIF20A 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
11.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
37.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
23.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.7
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
22.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
22.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
21.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
20.6
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
20.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
19.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
19.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
19.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
19.4
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
18.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
18.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
18.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
18.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
18.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
18.0
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
17.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
17.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
16.9
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
16.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
16.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
16.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
16.2
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
16.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
15.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
15.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
15.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
15.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
15.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
15.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
15.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
15.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
14.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
14.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
14.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
14.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
14.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.2
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
14.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
14.2
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
14.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
13.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
13.7
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
13.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
13.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.3
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
13.2
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
13.1
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
13.1
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
13.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.9
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
12.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
12.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
12.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
12.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
12.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
12.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
12.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
12.2
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.2
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
12.2
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
12.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
12.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
12.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
11.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
11.8
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
11.8
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.6
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
11.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
11.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.6
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
11.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
11.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
11.5
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
11.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
11.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.5
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
11.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
11.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
11.3
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
11.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
11.2
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
11.2
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
11.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
11.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
10.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
10.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
10.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.7
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
10.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
10.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
10.3
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
10.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.2
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
10.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
10.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
10.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
10.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
9.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
9.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
9.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
9.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
9.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
9.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
9.7
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
9.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
9.4
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
9.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
9.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
9.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
9.3
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.3
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
9.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
9.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
9.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
8.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
8.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
8.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
8.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
8.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
8.6
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
8.6
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
8.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
8.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
8.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.4
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.3
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
7.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
7.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
7.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.7
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
7.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
7.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.5
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
7.5
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
7.5
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
7.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
7.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.3
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
7.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
7.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.1
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.1
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
7.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
6.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
6.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
6.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
6.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
6.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
6.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
6.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
6.4
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
6.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
6.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
6.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
6.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.2
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
6.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
5.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
5.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
5.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
5.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
5.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
5.2
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
5.0
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
4.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
4.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
4.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
4.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
4.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
4.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
3.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 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.
KIF20A is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
13.6
Number of samples
486
Samples
Sample
Description
TPM
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
43.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
43.5
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
33.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
33.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
32.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
31.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
30.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
30.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
30.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
30.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
29.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
28.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
28.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
28.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
27.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
27.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.5
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
25.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
25.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
24.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
24.7
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
24.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
24.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
23.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
23.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
23.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.6
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
22.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
22.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
21.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
21.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
21.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
20.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
20.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
20.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.9
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.7
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
19.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
19.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
19.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
19.2
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
19.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
19.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
19.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.6
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
18.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
18.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
18.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
18.2
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
18.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
18.1
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.1
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
18.0
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
17.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
17.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.5
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.4
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.3
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.1
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.0
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
17.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.8
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
16.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
16.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
16.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
16.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.8
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
16.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
16.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
16.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
16.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
16.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
16.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
16.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
16.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
16.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
15.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
15.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
15.5
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.4
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
15.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
15.2
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
15.1
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
15.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
15.1
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.0
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.0
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
14.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
14.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.9
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
14.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
14.6
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
14.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
14.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
14.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
14.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
14.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.3
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.2
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.2
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
14.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
14.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
14.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.0
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
13.9
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
13.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.7
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
13.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
13.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.6
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.6
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.5
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.5
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
13.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.4
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
13.3
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
13.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
13.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.1
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
13.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
13.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
13.0
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
12.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
12.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
12.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
12.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.7
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.6
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
12.5
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
12.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
12.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.5
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.3
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
12.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
12.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
12.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
12.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
12.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
12.0
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
11.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.9
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
11.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
11.7
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
11.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
11.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
11.6
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
11.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
11.5
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
11.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
11.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.3
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
11.3
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
11.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
11.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
11.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
10.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
10.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
10.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
10.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
10.7
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
10.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
10.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
10.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
10.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.6
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
10.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
10.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.5
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.3
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
10.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
10.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
10.2
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
10.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
10.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
10.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
10.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.0
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
10.0
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
10.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
9.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
9.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
9.9
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
9.9
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
9.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
9.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
9.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
9.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
9.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
9.8
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
9.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
9.7
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
9.7
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
9.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
9.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
9.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
9.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
9.4
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.3
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
9.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
9.3
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
9.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
9.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
9.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
9.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.2
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
9.2
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
9.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
9.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
9.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
9.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
8.9
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
8.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
8.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
8.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
8.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
8.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
8.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
8.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
8.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.5
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
8.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
8.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
8.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
8.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.2
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
8.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
8.1
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
8.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
8.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
8.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
8.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
8.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
8.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
8.0
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
8.0
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
8.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
7.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.8
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
7.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
7.5
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
7.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
7.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
7.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
7.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.4
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
7.4
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
7.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
7.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
7.3
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
7.3
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
7.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
7.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
7.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
7.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
7.1
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
7.1
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
7.1
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
7.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
7.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
6.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
6.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
6.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
6.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
6.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
6.6
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
6.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
6.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
6.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
6.3
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
6.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
6.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
6.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
5.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
5.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
5.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
5.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
5.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
5.7
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
5.7
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
5.6
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
5.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
5.5
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
5.4
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
5.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
5.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
5.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
5.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
5.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
5.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
5.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
4.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
4.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
4.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
4.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
4.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
4.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
4.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
4.3
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
4.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
3.8
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
3.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
3.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
3.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
3.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
2.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
2.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
KIF20A 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
10.2
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
27.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
24.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
21.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
19.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
18.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
18.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
17.6
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
17.4
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
16.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
16.0
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
15.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.4
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
15.4
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
15.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
14.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
14.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
14.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
13.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
13.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.1
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
12.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
12.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
11.9
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.2
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.1
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
10.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
10.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
10.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
10.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
9.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
9.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
9.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
9.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.1
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
9.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
8.7
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
8.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
8.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
8.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.0
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
7.9
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
7.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
7.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
6.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
6.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
5.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
5.6
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
5.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.5
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
5.4
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
5.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
4.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
4.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
4.7
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
4.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
4.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.4
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
4.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
4.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
3.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
3.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
2.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
2.1
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.
KIF20A 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
11.5
Number of samples
207
Samples
Sample
Description
TPM
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
35.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
29.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
28.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
27.7
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.7
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
24.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
23.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
23.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
22.0
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
21.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.4
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
20.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
19.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
19.4
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
19.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
18.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.5
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
17.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
17.9
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
17.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
17.3
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.5
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
16.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.4
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.4
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
14.9
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
14.8
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
14.5
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
14.5
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
14.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
14.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.3
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
14.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
14.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
14.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
13.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
13.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.0
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
12.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
12.5
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.3
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
12.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.9
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
11.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
11.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
11.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
11.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
10.9
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
10.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
10.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
10.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
10.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
10.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
10.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
10.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
10.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
10.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
10.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
10.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
9.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
9.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
9.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.6
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
9.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
9.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
9.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
9.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
9.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
9.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
9.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
8.9
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
8.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
8.8
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
8.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
8.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
8.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
8.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
8.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.2
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
8.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
8.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
7.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
7.7
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
7.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
7.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
6.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
6.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
6.7
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
6.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
6.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
6.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.3
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
6.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
6.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
6.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
6.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
6.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
5.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
5.8
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
5.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
5.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
5.7
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
5.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
5.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
5.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
5.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
5.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
5.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
5.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
5.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
5.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
5.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
5.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
5.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
4.9
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
4.7
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
4.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
4.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
4.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
4.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
4.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
4.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
4.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
3.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
3.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
2.9
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
2.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
1.7
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
1.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
1.0
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
0.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
