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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.
CIAO3 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
15.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
28.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
28.3
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
28.1
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
28.1
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.7
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
27.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
26.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
26.3
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
25.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
24.7
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
24.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
24.2
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
24.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
23.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.7
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
23.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
23.5
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
23.1
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
23.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
23.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
23.0
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
22.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
22.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.3
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
22.2
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
22.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
21.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
21.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
21.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
20.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
20.7
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
20.7
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
20.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
20.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
20.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
20.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
20.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
20.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
20.3
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
20.2
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
20.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
19.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
19.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
19.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
19.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
19.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.5
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
19.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
19.3
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
19.1
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
19.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
18.9
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
18.9
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
18.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
18.8
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
18.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
18.7
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
18.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
18.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
18.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
18.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
18.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
18.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
18.1
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
18.1
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.0
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
18.0
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
18.0
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
18.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
17.7
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
17.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
17.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
17.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
17.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.2
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.1
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
17.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
17.1
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
17.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
17.0
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
17.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.9
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.9
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
16.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
16.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.7
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
16.6
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
16.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
16.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.5
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
16.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
16.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
16.4
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
16.4
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
16.3
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
16.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
16.3
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
16.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
16.2
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
16.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.0
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
16.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
15.9
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
15.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
15.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
15.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
15.7
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
15.7
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
15.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
15.7
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
15.6
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
15.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
15.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
15.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
15.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
15.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
15.4
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
15.3
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.3
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.2
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
15.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
15.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
15.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
15.2
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
15.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
15.1
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
15.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
15.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.0
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
14.9
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
14.8
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
14.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
14.6
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
14.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
14.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
14.5
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
14.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.4
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
14.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
14.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
14.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
14.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.2
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
14.1
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
14.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
14.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
14.0
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
13.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
13.8
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
13.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
13.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
13.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
13.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
13.4
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
13.4
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
13.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
13.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
13.3
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.3
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
13.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
13.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
13.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.2
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
13.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
13.0
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
13.0
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
13.0
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
13.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.0
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
12.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
12.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
12.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
12.9
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
12.7
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
12.6
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
12.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
12.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
12.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
12.2
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
12.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
12.0
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
12.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
11.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
11.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
11.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
11.9
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
11.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
11.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
11.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
11.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
11.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
11.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
11.5
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
11.4
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
11.1
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
11.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
11.0
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
11.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
10.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
10.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
10.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
10.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
10.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.1
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.0
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
10.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
9.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
9.8
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
9.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
9.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
9.6
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
9.6
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
9.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
9.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.4
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
9.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
9.3
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
9.1
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
9.0
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
8.9
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
8.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
8.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
8.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
8.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
8.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
8.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
8.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
7.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
6.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
5.5
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 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.
CIAO3 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
11.9
Number of samples
486
Samples
Sample
Description
TPM
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
22.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
21.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
20.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
19.5
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
19.3
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
19.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
19.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
19.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
18.5
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
18.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
18.4
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
18.3
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
18.3
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
18.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
17.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
17.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
17.4
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
17.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
17.0
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
17.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
16.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.6
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
16.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.5
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.5
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.4
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.3
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
16.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
16.3
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.0
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
16.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
15.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
15.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
15.7
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
15.4
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
15.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
15.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
15.2
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
15.2
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
15.1
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
15.1
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
15.1
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
15.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
15.0
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
15.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
15.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.0
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
14.8
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
14.7
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
14.7
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
14.5
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
14.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
14.5
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
14.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
14.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
14.4
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.3
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
14.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
14.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
14.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
14.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
14.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
14.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
14.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
14.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
14.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
14.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
14.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
14.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
14.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
14.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
13.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
13.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.9
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
13.9
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
13.8
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
13.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
13.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
13.7
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
13.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
13.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
13.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
13.6
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
13.5
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
13.5
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
13.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
13.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
13.4
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
13.3
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
13.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
13.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
13.3
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
13.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.3
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
13.2
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
13.2
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
13.2
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
13.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.1
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
13.1
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
13.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
13.0
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
13.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
13.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.9
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.9
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
12.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.9
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.9
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
12.9
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
12.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
12.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
12.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.8
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
12.8
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
12.7
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
12.7
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
12.7
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
12.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
12.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.6
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
12.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
12.6
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
12.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.6
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.6
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
12.6
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
12.6
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
12.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
12.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
12.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
12.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
12.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
12.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
12.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
12.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
12.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.4
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
12.4
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
12.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
12.4
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.4
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
12.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
12.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
12.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
12.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
12.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
12.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
12.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
12.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
12.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
12.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
12.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.2
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
12.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
12.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
12.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
12.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
12.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
12.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
12.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
12.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
12.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
12.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
12.0
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
11.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.9
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
11.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
11.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
11.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.8
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
11.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
11.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
11.8
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
11.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
11.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
11.7
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
11.7
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
11.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
11.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.7
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
11.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
11.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
11.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
11.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
11.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.6
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.6
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.6
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
11.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.6
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
11.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
11.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
11.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
11.5
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
11.5
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
11.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
11.5
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
11.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
11.5
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.4
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
11.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
11.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
11.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
11.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
11.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
11.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
11.3
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
11.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.2
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
11.2
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
11.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
11.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
11.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
11.1
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
11.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
11.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.1
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
11.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
11.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
11.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.1
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
11.1
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
11.1
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
11.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
11.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
11.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
10.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
10.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
10.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.9
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
10.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.9
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
10.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
10.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.9
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
10.9
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
10.8
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
10.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
10.8
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
10.7
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
10.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
10.7
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
10.6
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
10.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
10.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
10.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
10.6
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
10.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
10.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.6
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
10.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
10.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
10.4
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
10.4
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
10.4
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
10.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.3
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
10.3
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
10.3
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
10.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
10.2
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
10.2
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
10.2
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
10.2
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
10.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
10.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.1
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
10.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
10.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
10.0
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
10.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
10.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
10.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
10.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
10.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
9.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
9.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
9.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
9.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
9.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
9.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
9.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
9.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
9.8
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
9.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
9.8
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
9.6
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
9.6
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
9.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
9.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
9.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
9.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
9.5
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
9.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
9.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
9.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
9.4
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.4
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
9.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
9.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
9.3
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.3
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
9.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.3
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
9.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
9.3
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
9.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
9.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
9.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
9.2
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
9.1
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
9.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
9.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
9.1
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
9.1
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
9.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
8.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
8.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
8.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
8.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
8.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
8.7
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
8.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
8.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
8.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
8.6
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
8.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
8.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
8.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
8.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.5
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.5
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
8.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
8.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
8.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
8.3
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
8.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
8.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
8.1
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
8.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
8.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
7.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
7.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
7.7
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.6
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
7.5
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
7.4
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
7.4
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
7.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
7.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
7.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.1
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
7.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
7.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
7.0
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
6.9
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
6.9
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
6.9
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
6.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
6.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
6.5
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
6.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
6.4
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
6.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
6.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
5.6
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.1
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.
CIAO3 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
15.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
34.7
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
29.2
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
25.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
25.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
21.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
21.1
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
21.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
20.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
20.3
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
20.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
19.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
19.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
18.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
17.7
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
17.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
17.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
17.6
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
17.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
17.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
17.1
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
17.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
16.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
16.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
16.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
16.1
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
15.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
15.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
15.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
15.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
15.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
15.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
15.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
15.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
15.1
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
15.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
14.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
14.6
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
14.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
14.1
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
14.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
13.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
13.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
13.3
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
13.2
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.2
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.2
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
13.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
13.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
13.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
12.8
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
12.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
12.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
12.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
12.2
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
12.1
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
11.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
11.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
11.6
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
11.4
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
11.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
11.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
10.8
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
10.7
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
10.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
10.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
10.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
10.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
8.9
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
8.6
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
8.3
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 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.
CIAO3 is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.6
Number of samples
207
Samples
Sample
Description
TPM
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
23.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.2
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
17.2
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
17.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
16.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
16.1
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.0
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
16.0
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
15.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
15.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
15.6
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.4
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
15.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
15.3
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
15.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
15.1
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
15.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
14.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
14.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
14.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
14.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
14.6
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
14.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
14.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.4
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
14.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
14.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
14.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.1
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
14.0
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.0
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
14.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
14.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
14.0
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
13.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.9
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
13.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.8
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.7
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
13.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
13.5
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
13.5
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
13.4
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
13.4
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
13.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
13.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
13.3
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
13.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
13.1
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
13.1
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
13.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
13.0
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
13.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
12.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
12.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
12.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.7
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.7
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
12.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
12.6
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
12.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
12.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.4
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
12.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
12.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.4
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
12.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
12.3
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
12.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
12.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
12.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
12.1
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
12.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
11.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
11.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
11.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.6
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
11.6
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
11.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
11.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
11.6
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
11.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
11.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.3
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
11.3
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
11.2
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
11.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
11.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
11.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.1
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
11.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
11.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
10.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
10.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.7
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
10.6
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
10.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
10.6
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
10.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
10.5
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.5
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
10.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
10.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
10.4
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
10.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
10.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
10.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
10.2
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
10.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
10.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
9.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
9.8
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
9.8
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
9.7
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
9.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
9.7
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.7
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
9.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.6
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
9.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
9.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
9.5
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
9.5
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
9.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
9.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
9.4
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
9.4
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
9.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
9.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
9.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
9.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
9.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
9.2
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
9.1
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
9.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
9.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
8.9
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.8
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
8.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
8.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
8.6
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
8.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
8.5
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
8.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.2
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
8.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
7.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
7.9
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
7.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
7.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.3
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
7.0
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.9
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
6.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
6.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
5.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
5.7
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
5.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
3.5
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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
