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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.
KIAA0040 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
12.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
51.4
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
47.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
35.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
35.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
32.8
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
31.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.3
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
26.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
26.8
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
26.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
26.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
25.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
25.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
23.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
23.5
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
23.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
22.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
22.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
22.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
22.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
21.8
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
21.7
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
21.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
20.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
20.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
19.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.9
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.6
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
19.6
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
18.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
18.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.5
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
18.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
17.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
17.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
17.2
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
17.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
17.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
17.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
17.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
16.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
16.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.5
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.4
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.4
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
16.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
16.2
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
16.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
15.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
15.7
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
15.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
15.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
15.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
15.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
15.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
15.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
14.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
14.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
14.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
14.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
14.2
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
14.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
14.0
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
13.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
13.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
13.7
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
13.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
13.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.3
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
13.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
13.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
13.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
12.9
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
12.7
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
12.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
12.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
12.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
12.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
12.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
12.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
12.1
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
12.1
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
12.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
12.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
11.8
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
11.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
11.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
11.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
11.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
11.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
11.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
11.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
11.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
11.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
11.2
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
11.2
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
11.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
11.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
11.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
11.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
10.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
10.8
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
10.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
10.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
10.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
10.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
10.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
10.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
10.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
10.0
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
10.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
10.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
9.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
9.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
9.7
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
9.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
9.4
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
9.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
9.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
9.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
9.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
9.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
9.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
9.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
9.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
9.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
9.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
8.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
8.8
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
8.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
8.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
8.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
8.3
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
8.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
8.2
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
8.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
8.1
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
8.1
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
8.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
8.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
8.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
8.0
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
7.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.9
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
7.9
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
7.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
7.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
7.8
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
7.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
7.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
7.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
7.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
7.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
7.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
7.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
7.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
7.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
7.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
7.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
7.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
7.2
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
7.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
7.1
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
7.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
6.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
6.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
6.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
6.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
6.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
6.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
6.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
6.7
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
6.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
6.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
6.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
6.5
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
6.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
6.4
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
6.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
6.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
6.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
6.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
6.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
6.1
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
6.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
6.0
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
5.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
5.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
5.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
5.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
5.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
5.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
5.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
5.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
5.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
5.6
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
5.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
5.4
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
5.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
5.4
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
5.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
5.3
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
5.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
4.9
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
4.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
4.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
4.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
4.6
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
4.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
4.4
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
4.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
3.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
3.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
3.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
2.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
2.3
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
1.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 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.
KIAA0040 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
21.7
Number of samples
486
Samples
Sample
Description
TPM
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
51.0
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
50.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
47.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
46.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
46.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
45.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
44.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
43.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
43.3
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
43.3
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
43.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
42.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
42.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
41.8
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
41.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
41.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
40.5
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
40.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
40.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
39.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
39.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
38.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
37.6
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
37.4
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
37.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
37.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
36.8
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
36.4
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.3
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.2
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
35.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
35.8
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
35.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
35.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
35.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
35.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
34.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
34.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
34.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
34.3
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
34.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
34.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
34.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
33.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
33.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
33.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
33.1
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
32.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
32.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
32.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
32.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
32.3
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
32.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
32.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
31.8
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.8
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
31.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
31.5
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
31.1
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
30.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
30.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
30.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
30.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
30.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
30.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
30.0
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
29.8
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
29.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
29.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
29.7
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.7
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
29.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
29.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
29.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
29.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.5
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
29.4
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
29.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
28.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.8
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
28.7
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
28.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
28.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.4
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
28.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
28.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
28.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
28.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.9
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
27.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
27.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
27.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
27.8
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
27.5
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
27.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
27.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
27.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
27.2
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
27.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
27.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
26.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
26.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
26.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.7
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
26.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
26.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
26.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
26.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
26.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
25.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
25.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
25.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
25.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
25.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
25.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.5
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.5
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.5
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
25.4
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
25.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
25.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.3
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
25.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
25.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
24.8
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
24.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
24.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
24.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.5
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
24.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
24.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
24.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
24.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
24.3
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
24.3
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.1
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
24.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
24.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
23.9
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
23.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
23.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
23.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
23.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
23.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
23.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
23.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
23.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
23.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
23.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.1
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
23.0
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
23.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.0
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.0
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
23.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
22.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
22.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
22.6
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
22.6
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
22.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
22.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
22.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
22.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
22.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
22.0
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
22.0
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.9
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
21.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.8
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
21.8
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
21.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
21.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.7
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.5
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
21.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
21.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
21.4
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
21.4
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
21.2
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.2
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
21.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
21.2
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
21.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.1
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
21.1
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
21.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
21.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
20.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
20.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.8
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
20.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
20.7
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
20.6
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
20.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
20.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.5
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
20.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.5
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
20.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
20.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
20.3
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
20.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
20.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
20.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
20.0
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
19.7
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
19.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
19.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
19.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
19.5
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
19.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
19.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
19.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.3
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
19.3
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
19.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
19.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
19.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
19.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
19.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
19.1
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
19.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.1
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
18.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
18.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
18.8
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
18.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.8
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.6
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
18.5
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
18.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.4
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
18.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
18.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
18.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
18.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
18.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
18.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
18.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
18.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
18.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
18.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.0
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.0
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
18.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.9
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
17.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.9
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
17.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
17.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.7
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
17.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
17.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.6
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
17.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
17.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
17.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.3
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
17.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
17.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.1
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
17.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
17.1
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
17.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
17.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
16.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
16.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
16.8
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
16.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
16.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
16.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
16.5
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.5
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.4
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
16.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
16.2
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
16.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
16.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
16.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
15.9
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
15.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
15.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
15.7
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
15.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
15.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
15.6
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
15.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.6
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
15.6
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
15.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.5
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
15.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
15.4
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
15.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
15.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
15.2
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.1
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.0
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
15.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.9
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.9
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
14.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
14.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.8
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
14.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
14.8
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
14.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
14.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
14.7
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
14.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
14.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
14.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
14.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
14.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.2
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
13.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.6
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
13.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
13.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
13.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
13.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
13.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
13.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
13.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
13.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
13.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
12.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
12.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
12.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
12.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
12.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
12.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
12.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
12.4
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
12.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.2
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
12.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
12.1
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.0
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
11.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
11.8
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
11.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
11.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
11.0
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
10.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
10.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
10.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
10.6
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
10.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
10.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
9.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
8.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
7.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
7.5
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.
KIAA0040 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
12.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
59.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
33.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
31.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
25.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
22.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
22.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
22.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
20.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
19.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
18.0
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
17.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
16.7
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.5
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
16.2
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
16.2
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
16.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
15.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.5
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
15.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.3
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
14.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
13.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
13.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
12.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
12.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
12.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
11.9
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
11.6
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
11.4
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
11.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
11.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
11.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
11.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
10.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
10.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
10.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
10.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
10.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
9.7
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
9.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
9.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
9.4
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
9.3
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
9.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.0
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
8.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
8.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
8.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.2
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
8.1
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
8.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
7.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
7.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
7.4
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
7.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
7.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
7.2
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
7.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
7.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
6.8
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
6.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
6.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
6.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
6.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
6.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
6.0
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
5.5
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
5.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
4.7
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
4.7
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
4.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
4.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
4.2
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
2.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 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.
KIAA0040 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
18.8
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
63.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
50.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
39.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
35.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
34.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
33.8
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
33.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
33.1
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
32.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
30.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
30.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
29.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
28.8
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
28.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.9
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
26.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
26.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.5
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
26.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
26.3
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
26.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
25.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
25.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
25.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
25.7
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
25.7
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
25.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
24.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
24.3
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
24.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
24.1
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
24.1
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
24.0
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
23.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
23.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
23.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
23.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
23.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
22.8
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
22.8
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
22.4
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
22.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
22.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
22.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
21.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.2
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
21.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.1
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.8
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
20.6
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
20.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
20.2
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
20.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.0
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
20.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
19.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
19.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
19.6
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
19.3
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.2
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
19.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
19.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
18.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
18.7
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
18.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
18.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
18.1
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
18.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.0
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
17.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
17.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
17.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
17.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
17.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
17.7
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
17.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.6
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
17.6
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
17.6
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
17.6
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
17.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
17.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
17.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
17.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
17.2
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
16.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
16.8
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.8
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
16.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
16.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.6
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
16.6
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
16.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
16.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
16.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
16.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
16.0
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
16.0
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
15.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
15.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.6
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.5
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
15.5
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
15.4
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.3
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.2
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.2
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
14.8
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
14.7
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
14.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
14.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
14.5
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.4
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.2
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
14.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
13.9
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
13.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
13.7
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
13.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
13.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
13.1
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
13.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
12.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.8
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
12.8
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
12.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.6
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
12.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
12.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
12.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
12.0
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
11.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.6
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
11.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
11.0
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
11.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
10.9
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
10.3
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
10.3
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
10.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.5
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.3
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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
