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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NEK9 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
8.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
33.2
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
23.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
20.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
19.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
19.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
19.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
19.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
17.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.5
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
15.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
15.4
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
15.1
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
14.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
14.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
14.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
14.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
14.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
14.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
13.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
13.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
13.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
13.2
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
13.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
12.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
12.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
12.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
12.7
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
12.6
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
12.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
12.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
11.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
11.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.9
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
11.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
11.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
11.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
11.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
11.5
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
11.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
11.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.2
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
11.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
11.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
11.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.0
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
10.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.9
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
10.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
10.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
10.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
10.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
10.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
10.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
10.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
10.3
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
10.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
10.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
10.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
10.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
9.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
9.7
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
9.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
9.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
9.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
9.4
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
9.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
9.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
9.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.0
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.0
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
8.8
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
8.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
8.8
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
8.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
8.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
8.6
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
8.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
8.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
8.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
8.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
8.5
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.4
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
8.4
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
8.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.3
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
8.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
8.0
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
8.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
8.0
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
8.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
7.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
7.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
7.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
7.6
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
7.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
7.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
7.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
7.4
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
7.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
7.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
7.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
7.2
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
7.2
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
7.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
7.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
7.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
7.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
7.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
7.0
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
6.9
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
6.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
6.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
6.9
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.8
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.8
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
6.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
6.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
6.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
6.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.5
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
6.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
6.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
6.4
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
6.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
6.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
6.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
6.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
6.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
6.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.0
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
6.0
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
6.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
6.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
5.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
5.9
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
5.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
5.9
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
5.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
5.8
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
5.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
5.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
5.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
5.5
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
5.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
5.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
5.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
5.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
5.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.0
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
4.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
4.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
4.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
4.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.5
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
4.5
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
4.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.3
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
4.2
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
4.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
4.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
4.0
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
4.0
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
4.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
3.9
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
3.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
3.9
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
3.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
3.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
3.8
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
3.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
3.8
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
3.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
3.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
3.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
3.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
3.5
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
3.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
3.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
3.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
3.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
3.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
3.2
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
2.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
2.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
2.7
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
2.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
2.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
2.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
2.5
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
2.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
2.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
2.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
2.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
2.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
2.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
1.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
1.8
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
1.8
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
1.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
1.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
1.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
1.4
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
1.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
1.1
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 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.
NEK9 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
14.0
Number of samples
486
Samples
Sample
Description
TPM
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
26.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
25.1
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
24.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
24.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
24.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
24.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
23.7
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.4
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
23.3
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.2
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
22.8
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.3
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.3
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
22.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
21.9
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
21.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.8
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
21.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
21.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
21.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
21.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
21.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
20.7
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
20.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
20.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.3
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
20.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
20.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.9
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.9
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.8
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
19.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.6
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.5
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
19.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.5
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
19.3
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
19.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.9
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
18.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
18.8
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.7
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.6
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
18.5
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
18.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
18.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
18.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
18.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
18.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
18.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
18.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.1
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.1
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.0
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
17.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
17.8
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
17.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
17.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
17.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
17.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.6
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
17.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
17.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
17.4
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
17.4
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
17.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.0
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
16.9
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
16.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
16.9
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
16.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
16.7
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
16.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
16.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.6
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
16.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.4
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
16.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
16.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
16.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
16.2
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
16.2
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
16.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
16.1
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
16.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
16.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
16.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
15.9
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
15.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
15.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
15.8
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
15.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
15.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
15.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
15.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
15.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
15.4
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
15.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
15.3
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
15.2
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
15.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
15.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
15.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
15.2
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.1
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.1
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
15.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
15.0
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
14.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
14.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
14.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
14.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
14.8
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
14.7
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
14.7
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
14.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
14.6
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
14.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.6
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
14.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
14.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
14.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
14.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
14.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
14.4
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
14.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
14.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
14.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
14.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
14.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.2
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.2
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
14.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
14.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
14.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
14.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
14.1
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.0
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
14.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.0
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
14.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.9
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
13.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
13.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
13.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.7
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
13.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
13.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
13.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
13.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
13.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
13.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
13.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
13.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
13.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
13.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
13.4
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.4
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
13.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
13.3
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
13.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
13.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
13.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
13.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
13.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
13.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
13.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
13.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
12.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
12.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
12.8
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
12.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
12.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
12.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
12.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
12.4
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
12.3
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
12.3
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
12.2
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.2
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.2
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
12.2
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
12.2
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
12.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.1
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
12.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
12.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
11.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.9
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
11.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
11.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
11.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
11.8
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
11.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
11.8
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
11.7
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
11.7
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
11.7
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
11.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
11.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
11.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
11.5
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
11.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
11.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
11.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.3
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.2
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
11.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
11.2
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
11.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
11.2
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
11.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
11.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.0
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
11.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
10.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
10.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
10.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
10.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
10.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
10.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.6
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
10.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
10.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.5
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.5
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
10.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
10.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.3
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
10.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.2
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
10.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
10.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
10.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
9.9
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
9.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
9.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
9.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.7
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
9.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
9.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
9.6
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
9.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
9.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
9.4
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
9.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
9.2
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
9.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
9.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
9.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
8.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
8.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
8.8
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
8.8
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.7
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
8.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
8.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
8.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
8.4
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
8.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
8.3
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.3
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.3
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
8.2
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
8.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
7.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
7.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
7.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
7.1
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
7.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
6.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
6.5
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
6.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
6.4
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
6.4
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
6.0
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
6.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
6.0
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
5.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
5.9
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
5.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
5.6
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
5.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
4.9
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.2
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
NEK9 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
8.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
21.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
18.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
17.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
16.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
15.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.1
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
14.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
14.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
14.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
13.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
13.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
12.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
12.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
12.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
12.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
11.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
11.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
10.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
10.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
10.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
10.3
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
10.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
10.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
10.0
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
9.9
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
9.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
9.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
9.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
9.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.0
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
8.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
8.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
8.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
8.3
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
8.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
8.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
8.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
8.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
7.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
7.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
7.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
6.9
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
6.9
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
6.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
6.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.1
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
5.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
5.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
5.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
5.3
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
5.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
5.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
5.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
4.8
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
4.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
4.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
4.4
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
4.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
4.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
3.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
2.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
2.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
2.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
2.0
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
2.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
1.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
1.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
1.0
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
1.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
0.8
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.
NEK9 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
12.4
Number of samples
207
Samples
Sample
Description
TPM
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
23.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
22.0
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
21.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
21.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
21.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
21.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
20.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.5
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
19.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
19.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
17.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
17.6
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
17.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.2
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
16.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
16.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
16.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
16.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
16.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.4
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.3
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.1
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.0
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
16.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
15.9
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
15.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
15.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.7
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
15.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
15.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
15.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.2
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.1
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.7
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
14.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
14.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
14.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
14.2
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
14.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
14.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
14.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.9
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.9
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
13.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
13.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.7
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
13.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
13.6
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
13.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
13.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
13.2
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
12.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.7
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
12.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
12.5
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
12.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
12.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
12.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.9
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
11.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.8
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
11.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
11.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
11.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
11.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.8
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
11.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.6
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.5
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
11.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
10.9
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
10.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
10.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
10.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.4
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.4
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
10.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
10.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
10.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.2
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
10.2
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
10.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
10.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
10.0
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.9
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
9.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
9.7
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
9.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.3
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
9.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
9.1
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
9.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
8.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
8.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.5
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
8.3
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.3
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.1
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
8.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
7.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
7.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
7.4
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.4
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
7.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
7.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
7.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
7.1
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
7.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
7.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
6.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
6.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
6.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
6.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.7
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
6.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
6.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.6
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
5.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
5.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
5.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
5.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
5.1
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
5.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
4.8
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.8
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
1c070992-647b-4173-a481-904c4d_D2
Normal
0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.6
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.6
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.6
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.5
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.5
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.5
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
0.5
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.5
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.5
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.4
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.4
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.4
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.4
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.4
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.4
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.4
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.4
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.4
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.3
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.3
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.3
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.3
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.3
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.3
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.3
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.3
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.2
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.2
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.2
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.1
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
0.1
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.1
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.0
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.0
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.0
b2400046-1d25-429d-a821-6040a6
Tumor
0.0
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.0
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.1
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.1
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
-0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.2
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
-0.2
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.2
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.3
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.3
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.3
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.3
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.3
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.3
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.3
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.4
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.4
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.6
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.6
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.6
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
