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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.
CIAO1 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
24.7
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
44.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
44.1
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
41.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
38.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
38.4
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
37.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
37.1
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
36.8
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
35.0
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
35.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
34.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
34.8
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
34.6
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
33.1
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
32.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
32.6
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
32.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
32.2
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
32.1
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
32.0
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
31.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
31.1
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
31.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
30.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
30.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
30.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
30.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
30.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
30.4
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
30.2
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
30.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
30.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
30.0
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
30.0
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.9
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
29.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
29.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
29.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
29.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
29.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
29.0
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
28.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
28.9
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
28.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
28.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
28.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.3
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
28.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
28.2
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
28.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
28.2
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
28.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
27.9
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
27.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
27.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
27.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
27.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
27.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
27.4
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
27.4
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
27.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
26.9
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
26.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
26.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
26.9
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
26.8
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
26.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
26.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.6
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
26.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
26.6
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
26.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
26.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
26.5
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
26.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
26.2
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
26.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
25.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
25.8
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.7
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
25.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
25.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
25.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
25.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
25.4
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
25.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
25.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.4
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
25.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
25.2
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
25.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
25.1
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
25.1
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
25.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
25.0
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
25.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.9
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
24.8
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
24.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
24.8
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
24.7
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
24.7
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.7
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
24.6
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
24.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
24.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
24.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
24.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
24.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.3
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
24.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.2
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
24.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
24.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
24.1
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
24.0
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
24.0
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
24.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
23.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
23.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
23.8
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
23.7
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
23.6
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.6
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
23.5
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
23.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.5
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
23.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
23.5
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
23.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
23.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
23.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
23.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
23.1
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
23.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
23.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
22.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.9
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
22.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
22.9
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
22.5
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
22.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
22.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
22.3
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
22.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
22.3
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
22.2
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
22.1
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
22.1
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
22.0
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
21.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
21.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
21.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
21.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
21.6
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
21.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
21.5
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
21.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
21.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
21.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
21.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
21.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
21.0
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
20.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
20.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.8
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
20.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
20.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.7
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
20.6
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
20.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
20.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
20.2
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
20.1
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
20.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.9
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
19.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
19.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
19.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
19.5
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
19.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
19.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
19.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.3
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
19.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
19.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
18.8
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
18.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
18.7
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
18.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
18.7
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
18.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
18.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
18.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
18.4
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
18.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.4
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
18.3
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
18.3
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.3
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
17.7
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.6
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
17.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.4
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
17.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
17.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
17.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
17.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.8
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
16.7
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
15.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
15.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
14.8
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 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.
CIAO1 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
18.0
Number of samples
486
Samples
Sample
Description
TPM
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
32.7
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
31.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
31.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
29.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
29.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
29.3
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.8
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
28.4
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
28.1
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
28.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
26.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
26.8
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.5
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
26.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
26.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
26.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
25.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
25.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
25.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
25.4
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
25.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
25.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
24.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
24.7
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.4
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
24.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
24.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
24.2
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
24.1
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
24.0
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
24.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
24.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
23.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
23.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
23.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
23.7
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
23.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
23.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
23.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
23.3
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.2
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
23.2
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
22.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.8
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.8
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
22.7
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
22.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
22.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
22.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
22.5
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
22.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
22.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
22.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
22.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
22.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
22.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
22.1
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
22.0
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
22.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
22.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
21.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
21.7
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
21.7
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
21.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.5
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
21.5
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
21.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
21.3
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
21.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
21.2
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.1
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
21.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
21.1
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
21.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
21.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
21.0
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
21.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
21.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
20.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
20.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
20.9
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
20.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
20.8
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
20.8
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
20.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.7
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.7
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
20.6
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
20.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
20.5
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
20.5
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
20.4
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
20.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
20.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
20.3
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
20.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
20.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
20.2
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
20.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
20.2
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
20.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
20.1
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
20.1
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
20.1
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.1
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
20.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
20.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
20.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
19.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
19.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
19.9
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
19.9
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
19.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
19.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
19.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
19.7
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
19.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
19.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
19.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
19.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
19.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.5
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.4
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
19.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
19.4
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
19.4
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
19.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
19.3
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
19.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
19.2
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.2
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
19.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.1
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.1
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
19.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
19.1
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
19.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
19.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
19.0
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
19.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
18.9
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.8
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
18.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
18.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
18.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
18.7
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
18.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
18.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
18.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
18.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
18.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
18.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
18.6
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.6
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
18.6
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.5
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
18.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
18.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.5
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
18.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
18.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
18.4
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
18.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
18.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
18.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
18.4
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
18.3
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
18.3
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
18.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
18.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
18.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
18.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
18.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
18.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.2
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.2
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
18.2
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
18.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
18.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
18.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
18.1
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.1
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
18.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
18.0
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
18.0
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
17.9
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.9
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.8
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
17.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
17.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.7
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
17.7
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.7
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
17.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
17.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
17.6
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
17.6
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
17.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
17.5
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.5
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.5
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
17.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
17.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
17.5
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
17.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
17.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
17.4
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
17.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
17.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
17.4
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
17.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
17.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.3
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.2
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
17.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
17.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
17.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
17.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
17.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.1
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
17.1
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
17.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
17.0
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
17.0
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
17.0
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.0
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
16.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
16.9
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
16.9
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
16.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.9
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
16.9
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
16.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
16.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
16.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
16.7
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
16.7
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
16.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
16.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
16.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
16.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.6
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.6
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
16.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
16.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
16.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.4
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
16.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
16.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
16.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
16.4
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.3
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
16.3
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
16.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
16.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
16.3
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
16.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
16.3
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
16.2
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
16.2
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
16.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.1
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
16.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
16.1
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.0
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
16.0
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
16.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
16.0
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
16.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
15.9
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
15.9
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
15.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
15.8
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
15.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.8
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
15.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
15.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
15.8
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.8
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
15.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
15.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
15.8
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.7
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
15.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
15.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.6
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.6
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
15.6
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.5
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
15.4
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.4
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
15.4
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.4
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
15.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
15.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
15.2
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.2
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
15.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
15.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
15.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
15.1
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
15.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
15.1
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
15.1
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
15.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
15.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
15.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
15.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
15.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
15.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
15.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
14.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
14.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
14.9
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
14.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
14.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
14.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
14.8
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
14.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
14.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
14.7
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
14.7
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.7
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
14.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
14.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
14.5
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
14.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
14.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
14.4
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
14.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
14.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
14.3
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
14.2
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
14.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
14.0
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
14.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
14.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
14.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
14.0
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
13.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
13.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
13.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
13.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
13.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.7
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
13.7
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
13.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
13.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.5
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
13.4
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
13.4
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
13.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
13.1
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.1
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.9
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
12.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
12.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
12.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
12.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
12.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
12.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
12.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
12.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
11.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
11.5
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
11.3
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.6
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
9.9
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
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.
CIAO1 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
25.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
37.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
36.6
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
35.4
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
34.0
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
33.0
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.7
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
32.5
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
32.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
31.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
31.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.3
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
31.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
31.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
30.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
30.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
30.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
29.7
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
29.4
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
29.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
29.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
28.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
27.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.7
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
27.4
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
27.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
27.3
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
27.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
27.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
26.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
26.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
26.1
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
26.1
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.9
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
25.8
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
25.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
25.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
25.4
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
25.4
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
25.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.2
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
25.1
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
25.1
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
24.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
24.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
24.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
24.1
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
23.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
23.8
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
23.7
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
23.1
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
22.7
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
22.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
22.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
22.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
22.3
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
22.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
22.2
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
22.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
22.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
21.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
21.4
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.8
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
20.7
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.1
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
20.1
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
20.0
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
20.0
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.0
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
19.9
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
19.3
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
19.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
19.0
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
18.9
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.3
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
17.7
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
17.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
17.0
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
17.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
14.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 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.
CIAO1 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
16.6
Number of samples
207
Samples
Sample
Description
TPM
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
28.3
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
27.6
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
27.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
27.4
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
25.1
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
24.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
23.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
22.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
22.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.6
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
22.5
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
22.5
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
21.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
21.6
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
21.5
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.4
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
21.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
21.3
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
21.1
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
21.0
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
20.9
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.6
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
20.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
20.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
20.5
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
20.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
20.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
20.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
20.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
19.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
19.7
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
19.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
19.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
19.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
19.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
19.1
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
19.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
18.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.8
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
18.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
18.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
18.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.5
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
18.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
18.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
18.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
18.2
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
18.1
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
18.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
18.0
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
18.0
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
17.9
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
17.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
17.7
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
17.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
17.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
17.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.4
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
17.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
17.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
17.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
17.3
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
17.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
17.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
17.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
17.0
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
16.9
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
16.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
16.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
16.9
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
16.9
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
16.7
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
16.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.6
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.6
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
16.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
16.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
16.5
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
16.4
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
16.4
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.4
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
16.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
16.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
16.3
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.3
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
16.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
16.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.0
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
15.9
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.9
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.9
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
15.8
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
15.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
15.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
15.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
15.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
15.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.6
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
15.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
15.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
15.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
15.5
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
15.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
15.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
15.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.1
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
15.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
15.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
14.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
14.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
14.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.5
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.5
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
14.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
14.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
14.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
14.2
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
14.2
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.1
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
14.1
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.1
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
14.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
14.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
14.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
13.9
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
13.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
13.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
13.9
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
13.8
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.6
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.6
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
13.5
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.5
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
13.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
13.3
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
13.3
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
12.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
12.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.7
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.6
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
12.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
12.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
12.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
12.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.0
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
11.9
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
11.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
11.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
11.4
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
10.9
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
10.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
10.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.7
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.4
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.4
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.4
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.4
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.4
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.4
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.3
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.3
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.3
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.3
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.3
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.3
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.3
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.2
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.2
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.2
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Tumor
0.2
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Normal
0.2
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.2
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.2
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.2
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.2
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Normal
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.2
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.2
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.1
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Tumor
0.1
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Normal
0.1
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.1
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.1
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.1
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Normal
0.1
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Normal
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.1
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Normal
0.1
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Normal
0.1
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.1
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Tumor
0.1
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Tumor
0.1
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Normal
0.1
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Tumor
0.1
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
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Tumor
0.0
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Normal
0.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.0
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.0
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Tumor
0.0
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Normal
0.0
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.0
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
41a04113-2061-4923-bca5-da586c_D2
Normal
0.0
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.0
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.0
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Normal
0.0
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.0
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Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.0
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Tumor
0.0
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Normal
0.0
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Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
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Tumor
0.0
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Tumor
0.0
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Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
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Tumor
-0.1
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Normal
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Tumor
-0.1
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Normal
-0.1
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.1
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Normal
-0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.1
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.1
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Normal
-0.1
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.1
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Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.1
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Normal
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.1
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.2
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.2
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Tumor
-0.2
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Normal
-0.2
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.2
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Tumor
-0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.2
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-0.2
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.2
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.2
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.3
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Normal
-0.3
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.3
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Normal
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Tumor
-0.3
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Normal
-0.4
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.8
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.