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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.
CILK1 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.1
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
20.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
19.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
18.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
16.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
14.4
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
14.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
12.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
12.6
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
12.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
12.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
11.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
11.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
11.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
11.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
11.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.1
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
10.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
10.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
10.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.5
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
10.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
10.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
10.3
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
10.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
10.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
10.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
10.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
10.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
10.0
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
10.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
9.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
9.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
9.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
9.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
9.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
9.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
9.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
9.3
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
9.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
9.1
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
9.1
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
8.9
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
8.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
8.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
8.8
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
8.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
8.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
8.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
8.7
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
8.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
8.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
8.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
8.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
8.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
8.5
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
8.5
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
8.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.4
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
8.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
8.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
8.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
8.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
8.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
8.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
8.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
8.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
8.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
7.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
7.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
7.8
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
7.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
7.8
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
7.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
7.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
7.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
7.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
7.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
7.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
7.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
7.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
7.5
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
7.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
7.5
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
7.5
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
7.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
7.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
7.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
7.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
7.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
7.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
7.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
7.3
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
7.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
7.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
7.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
7.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
7.1
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
7.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
7.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
7.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
7.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
7.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
7.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
7.0
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
7.0
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
7.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
6.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
6.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
6.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
6.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
6.9
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.9
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
6.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
6.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
6.8
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
6.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
6.8
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
6.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
6.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
6.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
6.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
6.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
6.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
6.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
6.7
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
6.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
6.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
6.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
6.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
6.6
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
6.6
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
6.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
6.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
6.5
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
6.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
6.5
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.4
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
6.4
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
6.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.4
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
6.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
6.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.4
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
6.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.4
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
6.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
6.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.2
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
6.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
6.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
6.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
6.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
6.0
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
6.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
6.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
6.0
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
6.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
5.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
5.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.9
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
5.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
5.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
5.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
5.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
5.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
5.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
5.5
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
5.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
5.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
5.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
5.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
5.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
5.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
5.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
5.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
5.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
5.3
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
5.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
5.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
5.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
5.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
5.2
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
5.2
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
5.2
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
5.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
5.2
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
5.2
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
5.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
5.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
5.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
5.0
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
5.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
5.0
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
4.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
4.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
4.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
4.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
4.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
4.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
4.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
4.7
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
4.6
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
4.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
4.5
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
4.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
4.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
4.3
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
4.3
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
4.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
4.3
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
4.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
4.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
4.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
4.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
4.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
4.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
4.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
3.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
3.9
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
3.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
3.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
3.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
3.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
3.8
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
3.7
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
3.7
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
3.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
3.5
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
3.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
3.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
2.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
2.8
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
2.8
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
2.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
2.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
2.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 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.
CILK1 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
16.8
Number of samples
486
Samples
Sample
Description
TPM
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
70.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
46.3
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
38.0
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
36.8
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
34.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
33.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
33.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
32.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.4
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
30.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
30.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
30.5
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
29.8
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
29.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
29.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
28.7
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
28.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
28.1
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
27.6
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
27.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.2
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
26.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
26.8
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
25.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
25.7
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
24.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
24.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
24.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
24.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
24.4
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
24.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
24.4
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
24.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
24.1
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
24.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
24.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
23.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
23.8
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
23.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
23.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
23.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
23.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
23.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
23.1
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
23.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
22.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
22.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
22.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
22.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
22.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
22.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
22.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
22.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
22.2
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
22.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.0
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
21.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
21.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
21.7
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
21.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
21.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.3
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
21.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
21.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
21.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
21.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
21.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
21.0
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
21.0
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
20.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
20.7
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
20.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
20.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
20.5
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
20.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
20.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
20.1
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.1
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
20.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
20.0
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.9
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
19.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
19.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.8
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.8
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.7
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
19.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
19.4
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
19.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.2
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
19.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
19.0
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
19.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
19.0
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
19.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.9
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
18.8
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
18.8
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
18.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
18.7
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
18.7
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
18.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.7
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
18.7
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
18.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
18.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
18.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.3
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.2
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
18.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
18.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
18.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
18.1
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.1
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
18.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
18.0
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
18.0
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.9
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
17.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
17.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.7
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.7
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
17.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.6
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
17.6
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
17.6
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
17.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.5
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
17.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
17.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
17.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
17.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
17.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
17.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
17.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
17.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.2
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.2
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
17.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
17.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.0
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
17.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
17.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
16.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
16.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
16.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.8
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
16.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.7
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
16.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.6
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
16.5
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
16.5
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
16.5
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
16.5
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
16.4
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
16.4
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
16.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
16.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
16.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
16.3
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
16.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
16.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
16.3
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
16.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
16.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
16.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
16.2
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.2
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
16.2
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
16.1
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
16.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
16.0
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
16.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
16.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.0
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
16.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
15.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
15.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
15.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
15.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.8
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
15.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
15.7
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
15.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.6
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
15.6
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
15.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.5
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
15.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
15.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
15.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
15.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
15.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
15.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.1
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
15.1
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
15.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
15.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.1
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
15.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
15.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
15.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.9
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.9
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
14.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
14.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.9
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.8
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.8
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
14.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
14.8
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
14.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
14.7
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.6
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
14.6
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
14.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.5
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
14.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
14.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
14.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
14.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
14.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
14.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
14.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.3
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
14.3
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.2
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
14.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
14.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
14.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
14.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
14.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
14.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
14.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
14.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
13.8
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
13.8
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
13.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
13.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
13.7
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
13.7
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
13.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
13.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.6
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.6
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
13.5
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
13.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.5
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.4
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.4
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
13.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
13.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
13.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
13.1
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
13.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
13.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
13.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
13.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
12.9
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
12.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
12.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
12.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
12.7
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
12.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.7
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
12.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
12.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
12.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
12.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
12.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
12.4
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
12.4
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
12.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
12.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
12.3
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.2
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.2
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
12.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.1
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.0
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
12.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
11.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.8
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.7
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
11.7
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
11.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
11.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
11.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
11.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.5
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.4
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
11.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
11.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
11.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
11.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
11.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.1
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
11.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
10.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
10.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
10.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
10.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
10.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
10.8
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
10.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
10.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
10.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
10.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
10.1
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
9.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.9
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
9.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
9.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
9.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
9.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
9.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.3
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
9.2
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.2
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
8.4
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
8.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
8.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
7.7
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
6.8
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
6.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
4.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
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.
CILK1 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
7.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
21.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.7
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
14.1
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
11.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.6
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
10.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
10.3
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
10.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
10.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
9.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
9.5
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
9.0
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
9.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
8.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
8.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
8.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
8.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
8.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
8.1
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
8.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
8.1
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
7.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
7.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
7.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
7.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
7.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
7.3
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
7.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
7.3
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
7.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
7.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
7.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
7.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
7.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
6.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
6.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
6.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
6.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
6.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
6.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
6.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
6.3
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
6.3
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
6.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
6.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
6.2
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
6.1
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
6.0
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
6.0
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
6.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
5.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
5.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
5.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
5.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
5.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
5.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
5.4
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
5.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
5.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
5.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
4.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
4.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
4.8
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
4.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
4.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
4.2
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
3.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
3.6
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
3.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
3.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
3.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
2.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
2.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
2.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
2.1
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CILK1 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
15.5
Number of samples
207
Samples
Sample
Description
TPM
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
45.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
39.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
28.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
28.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
27.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.1
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
25.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
24.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
23.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
22.8
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
22.6
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
22.5
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
22.2
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
22.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
21.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.1
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
20.7
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
20.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
20.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
19.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
19.8
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
19.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
19.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
19.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
19.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
19.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
19.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
19.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
18.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
18.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
18.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
18.4
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.3
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
18.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
18.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
18.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
18.0
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.0
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.7
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
17.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
17.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.1
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
17.0
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
16.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
16.8
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
16.8
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
16.7
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
16.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
16.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
16.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
16.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
16.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
16.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
16.3
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
16.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.0
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
16.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.9
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
15.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
15.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
15.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
15.7
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
15.7
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
15.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
15.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.3
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
15.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.2
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
14.8
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
14.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
14.8
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
14.8
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
14.8
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
14.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.8
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.7
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
14.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
14.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
14.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
14.2
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
14.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
13.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
13.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
13.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.6
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
13.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
13.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
13.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
13.0
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
13.0
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
13.0
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.9
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
12.9
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
12.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
12.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
12.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.2
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.2
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
12.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
12.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
12.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
12.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.0
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
11.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
11.5
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
11.5
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
11.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.4
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
11.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
11.4
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
11.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
11.4
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
11.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
11.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
11.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.2
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
10.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
10.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
10.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
10.5
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
10.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
10.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
9.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
9.5
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.0
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
8.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
8.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
8.2
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
7.8
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
7.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
7.2
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
4.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
