We use cookies to enhance the usability of our website. If you continue, we'll assume that you are happy to receive all cookies. More information. Don't show this again.
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.
NEK4 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
7.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
24.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
22.7
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
21.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
16.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
16.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
15.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
14.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
14.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
14.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
13.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
13.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
13.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.0
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
11.8
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
11.7
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
11.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
11.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
11.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
11.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
11.2
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
11.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
11.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
11.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
10.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
10.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
10.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
10.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
10.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
10.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
10.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
10.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
10.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.1
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
10.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
9.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.8
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
9.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
9.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
9.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
9.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
9.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
9.6
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
9.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
9.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
9.4
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.4
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
9.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
9.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
9.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
9.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
8.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
8.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
8.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
8.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.6
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
8.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
8.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
8.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
8.3
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
8.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
8.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
8.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
8.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
8.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
8.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
8.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
8.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
8.0
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.9
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
7.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
7.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
7.9
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
7.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
7.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
7.8
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
7.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
7.8
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
7.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
7.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
7.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
7.5
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.5
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
7.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
7.5
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
7.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
7.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.4
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
7.3
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
7.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.3
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
7.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
7.3
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
7.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
7.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
7.2
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
7.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
7.1
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
7.1
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
7.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
7.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
7.0
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
7.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
6.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
6.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
6.8
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
6.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
6.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
6.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
6.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.6
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
6.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
6.4
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
6.3
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
6.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.2
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.2
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
6.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
6.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
6.1
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
6.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
6.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
6.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
6.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
6.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.9
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
5.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
5.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
5.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
5.9
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
5.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
5.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
5.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.8
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
5.7
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
5.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
5.7
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
5.7
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
5.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
5.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
5.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
5.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
5.4
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
5.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
5.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
5.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
5.2
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
5.2
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
5.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.2
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.0
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
4.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
4.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
4.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
4.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
4.6
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
4.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
4.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
4.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
4.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
4.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
4.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
4.2
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
4.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
4.2
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
4.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
4.2
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
4.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
4.1
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
4.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
3.8
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
3.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
3.7
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
3.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
3.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
3.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.5
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
3.4
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
3.4
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
3.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
3.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
3.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.2
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
3.0
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
2.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
2.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 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.
NEK4 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
19.6
Number of samples
486
Samples
Sample
Description
TPM
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
34.7
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
34.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
33.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
30.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
29.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
29.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
29.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
29.4
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
29.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
29.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
29.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
28.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
28.8
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
28.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
28.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
27.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
27.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
27.7
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
27.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
27.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
27.5
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
27.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
27.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
27.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
27.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
27.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
27.0
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
26.3
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
26.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
26.3
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
26.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
26.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
26.1
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
26.0
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
25.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
25.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
25.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
25.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
25.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
25.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.1
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
25.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
24.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
24.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
24.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.6
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
24.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
24.5
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
24.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
24.4
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
24.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
24.4
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
24.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
24.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
24.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
24.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.9
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
23.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
23.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
23.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
23.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
23.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.7
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
23.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
23.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
23.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
23.5
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
23.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
23.5
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
23.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
23.3
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
23.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
23.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
23.1
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
23.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
23.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
22.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
22.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.8
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.8
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
22.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
22.8
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
22.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
22.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
22.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
22.6
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
22.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
22.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
22.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
22.5
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
22.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
22.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
22.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
22.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.3
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
22.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.2
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
22.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
22.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
22.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
22.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.0
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
21.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
21.8
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
21.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.7
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
21.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
21.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
21.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.6
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
21.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
21.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
21.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
21.2
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
21.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
21.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
21.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
21.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
21.0
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
21.0
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.9
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.9
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
20.7
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
20.7
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
20.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.7
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.7
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.6
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
20.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
20.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
20.4
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
20.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.4
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.3
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.3
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
20.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
20.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
20.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
20.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
20.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
20.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
20.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
20.1
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
20.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
19.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
19.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.9
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
19.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
19.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
19.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
19.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
19.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.7
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
19.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
19.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.6
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
19.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.5
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.5
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
19.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
19.4
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
19.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
19.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
19.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
19.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
19.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
19.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.2
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.2
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
19.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.1
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
19.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
19.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
18.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
18.8
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
18.7
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
18.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
18.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
18.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
18.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
18.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
18.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
18.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
18.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
18.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
18.3
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
18.2
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
18.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
18.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
18.2
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.2
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
18.0
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
17.9
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.9
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.8
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
17.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.8
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
17.8
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
17.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
17.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
17.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
17.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
17.6
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
17.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
17.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
17.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.4
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.4
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
17.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
17.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
17.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.3
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.3
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
17.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.2
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
17.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.0
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
17.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
16.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
16.9
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
16.8
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
16.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
16.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
16.5
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
16.3
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
16.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
16.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
16.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.1
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
16.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
15.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
15.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.9
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.8
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.8
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
15.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
15.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
15.7
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
15.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.5
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
15.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
15.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
15.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
15.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
14.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.8
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
14.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
14.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
14.4
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.4
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.0
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
14.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
14.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
13.9
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
13.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
13.6
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
13.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
13.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
13.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
13.4
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
13.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
13.3
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.0
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.0
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.0
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
12.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
12.8
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
12.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.8
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.5
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
11.4
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
11.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
10.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
10.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.0
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
7.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.5
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.
NEK4 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
7.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
17.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
14.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
13.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
12.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
12.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
11.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
11.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
11.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
11.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
11.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
11.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
11.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
10.3
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
10.1
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
10.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
10.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
9.8
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
9.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
9.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
9.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
9.0
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.8
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
8.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
8.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
8.4
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.3
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
8.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
8.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
8.0
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.9
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
7.8
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
7.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
7.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
7.4
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
7.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
7.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.7
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
6.6
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.4
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
6.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
6.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
6.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
6.0
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
5.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
5.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
5.7
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.6
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
5.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
5.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
5.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
5.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
5.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
4.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
4.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
4.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
4.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
4.3
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
4.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.9
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
3.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
3.8
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
3.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
3.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
2.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.7
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.7
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.
NEK4 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
18.3
Number of samples
207
Samples
Sample
Description
TPM
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
35.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
33.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
31.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
29.7
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
29.6
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
28.9
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
26.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
26.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
25.7
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
25.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
25.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.7
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
23.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
23.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
23.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.4
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
23.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
23.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
22.8
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
22.5
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
22.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
22.3
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
22.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.2
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.9
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
21.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
21.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
21.8
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
21.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
21.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
21.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
21.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
21.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
21.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
21.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
21.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
21.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
21.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
21.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
21.1
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
21.0
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
20.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
20.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
20.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
20.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
20.4
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
20.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.3
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
20.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.1
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
19.9
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
19.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
19.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
19.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
19.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
19.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
19.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.4
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
19.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
19.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
19.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
19.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
19.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
19.1
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
19.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.9
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.8
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
18.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.7
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.6
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.6
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
18.5
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
18.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
18.5
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.5
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
18.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
18.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
17.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
17.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
17.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
17.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
17.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
17.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
17.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
17.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.2
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
17.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
17.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
17.0
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
16.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
16.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
16.8
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
16.4
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
16.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
16.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.1
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
15.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.8
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
15.7
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
15.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
15.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
15.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.1
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.0
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.9
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
14.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
14.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
14.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
14.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.2
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.5
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
13.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.1
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
12.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
12.8
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.5
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.1
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.0
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
11.8
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
11.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
11.4
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
11.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
10.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
10.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
4.2
Show allShow less
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
