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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.
CNTROB is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
15.9
Number of samples
254
Samples
Sample
Description
TPM
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
33.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
32.5
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
31.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
31.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
30.2
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
29.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
29.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
29.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
28.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
27.1
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
26.9
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
25.0
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.8
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
24.1
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
24.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
23.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
23.7
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
23.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
23.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
23.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
23.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
23.1
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
23.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
22.9
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
22.8
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
22.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
22.3
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
22.1
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
22.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
21.9
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
21.9
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
21.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
21.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
21.4
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
21.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
21.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
21.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
21.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
21.0
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
20.8
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
20.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
20.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
20.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
20.1
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
20.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
19.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
19.7
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
19.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
19.5
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
19.3
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
19.2
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.2
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
19.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
19.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
19.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.9
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
18.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
18.9
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
18.8
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
18.8
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
18.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
18.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
18.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
18.5
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
18.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.4
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
18.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
18.3
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
18.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
18.2
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
18.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.1
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
18.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
18.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
18.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
18.1
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
18.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
18.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
18.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
17.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
17.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
17.7
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
17.6
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
17.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
17.5
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
17.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
17.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
17.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
17.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
17.2
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
16.9
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
16.8
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
16.7
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
16.7
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
16.6
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
16.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
16.6
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
16.5
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
16.5
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
16.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.3
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
16.2
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
16.0
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
15.9
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
15.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
15.7
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
15.6
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
15.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
15.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
15.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
15.1
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
14.9
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
14.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
14.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
14.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
14.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
14.6
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
14.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
14.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
14.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
14.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.4
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
14.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
14.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
14.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
14.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
14.3
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
14.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
14.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
14.2
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
14.2
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
14.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
13.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
13.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.7
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
13.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
13.7
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
13.6
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
13.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
13.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
13.4
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
13.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
13.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
13.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
13.4
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
13.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
13.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.2
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
13.2
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
13.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
13.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
13.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
12.9
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
12.8
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
12.8
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
12.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
12.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
12.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
12.6
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
12.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
12.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
12.5
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
12.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
12.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
12.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
12.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
12.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
12.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
12.2
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
12.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
12.1
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
12.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
12.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
12.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
12.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
11.9
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
11.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
11.8
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
11.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
11.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
11.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
11.6
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
11.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.5
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
11.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
11.4
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
11.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
11.4
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
11.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
11.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
11.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
10.9
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
10.9
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
10.8
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
10.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
10.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
10.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
10.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
10.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
10.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
10.4
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
10.4
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
10.3
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
10.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
10.3
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
10.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
10.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
10.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
10.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
10.0
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
10.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
10.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
9.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
9.9
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
9.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
9.8
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
9.6
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
9.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
9.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
9.3
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
9.3
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
9.2
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
9.2
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
8.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
8.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
8.5
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
8.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
8.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
8.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
8.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
8.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
7.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
7.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
7.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
7.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
7.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
7.2
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
6.9
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
6.9
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 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.
CNTROB 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
24.9
Number of samples
486
Samples
Sample
Description
TPM
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
43.4
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
43.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
42.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
42.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
42.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
42.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
42.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
41.4
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
40.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
40.7
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
40.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
40.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
39.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
39.4
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
39.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
39.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
39.0
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
38.8
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
38.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
38.4
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
38.3
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
38.3
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
38.2
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
38.1
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
37.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
37.7
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
37.6
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
37.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
36.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
36.8
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
36.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
36.5
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
36.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
36.3
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
36.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
36.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
36.1
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
35.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.7
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
35.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
35.5
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
35.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
35.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
35.3
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
35.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
34.8
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
34.8
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
34.5
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
34.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
34.3
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
34.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
34.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
34.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
33.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
33.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
33.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
33.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
33.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
33.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
33.2
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
33.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
32.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
32.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
32.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
32.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
32.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
32.5
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
32.5
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
32.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
32.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.3
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
32.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
32.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
32.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
32.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
31.8
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
31.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
31.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
31.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
31.5
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
31.3
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
31.3
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
31.2
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
31.2
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.1
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
31.0
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
31.0
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
30.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
30.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
30.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
30.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
30.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
30.7
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
30.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
30.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
30.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
30.3
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.2
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
30.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
30.1
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
30.1
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
30.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
30.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
30.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
30.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
30.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
30.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
29.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
29.8
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
29.7
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
29.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.6
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
29.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
29.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.4
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
29.3
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
29.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
29.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
29.1
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.1
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
29.1
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
29.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
29.0
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
29.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
28.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
28.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
28.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
28.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.8
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
28.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.6
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
28.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
28.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
28.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
28.6
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
28.6
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
28.6
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
28.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.4
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
28.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
28.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
28.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
28.2
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
28.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
28.2
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.1
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
28.1
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
28.1
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
28.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
28.0
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
28.0
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
27.9
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
27.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
27.8
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
27.8
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
27.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
27.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
27.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
27.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
27.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
27.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.3
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.3
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
27.3
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
27.2
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
26.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
26.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
26.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.7
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.6
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
26.5
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
26.5
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
26.4
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.4
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
26.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
26.3
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.2
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
26.1
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
25.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
25.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
25.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
25.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
25.6
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
25.5
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
25.5
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
25.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
25.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
25.4
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
25.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
25.3
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
25.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
25.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
25.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.1
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
25.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
25.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
25.0
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
24.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
24.8
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.8
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
24.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
24.7
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
24.7
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
24.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
24.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
24.6
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
24.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
24.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
24.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
24.5
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
24.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
24.5
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
24.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
24.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
24.3
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
24.3
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
24.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
24.2
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
24.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
24.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
24.1
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
24.1
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
24.1
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
24.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
24.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
24.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
23.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
23.9
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.9
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
23.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.8
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
23.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
23.8
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
23.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
23.8
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
23.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
23.6
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
23.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
23.6
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
23.6
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.4
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
23.3
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.3
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
23.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
23.2
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.1
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
23.1
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.1
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
23.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
22.9
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
22.9
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
22.9
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
22.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
22.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
22.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
22.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
22.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
22.5
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
22.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
22.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
22.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
22.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
22.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
22.1
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.1
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
22.1
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
22.0
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
22.0
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
21.9
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
21.9
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
21.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
21.9
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
21.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
21.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
21.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
21.8
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
21.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
21.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
21.7
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
21.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
21.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.5
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
21.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
21.4
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
21.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
21.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
21.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
21.2
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
21.2
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.2
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
21.2
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
21.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
21.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
21.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
20.9
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
20.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
20.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
20.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
20.8
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
20.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
20.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
20.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
20.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
20.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
20.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.5
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
20.4
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
20.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.1
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
20.1
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
20.0
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
20.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
20.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
19.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.9
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
19.8
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
19.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
19.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
19.7
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
19.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
19.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
19.6
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
19.6
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
19.6
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
19.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
19.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.5
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
19.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
19.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
19.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
19.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
19.2
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
19.2
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
19.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
19.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.0
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
18.9
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
18.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.8
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
18.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.7
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
18.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
18.6
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.5
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
18.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
18.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
18.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
18.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
18.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
18.3
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
18.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
18.2
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
18.1
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.9
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
17.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
17.8
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
17.7
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.6
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
17.6
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
17.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.6
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
17.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
17.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
17.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
17.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
17.3
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.3
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
17.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
17.2
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
17.0
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
17.0
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
17.0
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.9
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.9
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
16.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
16.9
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
16.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
16.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
16.7
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
16.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
16.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
16.4
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.4
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
16.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
16.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.2
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.9
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
15.8
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.8
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.6
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
15.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.4
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.3
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
15.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
15.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
15.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
15.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
15.0
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.9
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
14.6
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
14.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
14.3
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
13.6
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.4
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
12.6
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.5
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
11.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
11.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
11.0
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
11.0
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
10.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.6
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
10.0
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.3
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.
CNTROB 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
14.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
32.2
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
30.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
28.0
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
25.9
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
23.9
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
23.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
22.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
21.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
19.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.5
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
19.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
19.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
19.0
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
18.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
17.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
17.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.4
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
17.0
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
16.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
16.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.6
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
16.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
16.0
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
15.9
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
15.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
15.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
15.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.2
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
14.6
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
14.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
14.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
14.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
14.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
14.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
13.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
13.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
13.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
13.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
13.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
12.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
12.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
12.8
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
12.6
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.6
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.5
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
12.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.5
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
12.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
12.0
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
12.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
11.9
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
11.9
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
11.9
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.6
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
11.5
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
11.4
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
11.3
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
11.0
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
10.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
10.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
10.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
10.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
10.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
10.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
10.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
9.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
9.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
9.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
9.5
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
9.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
9.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
9.0
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
8.6
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
8.5
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
8.4
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
8.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
8.0
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
7.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
7.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
7.3
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
7.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 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.
CNTROB 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
22.1
Number of samples
207
Samples
Sample
Description
TPM
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
48.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
44.1
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
42.2
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
40.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
39.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
38.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
37.4
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
37.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
35.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
35.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
32.7
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
32.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
32.4
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
32.0
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
31.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
31.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
31.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
30.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
30.6
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
30.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
30.1
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
29.5
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.5
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
29.4
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
29.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
29.0
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
28.9
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
28.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
28.1
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
28.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
27.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
27.7
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
27.4
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
27.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.9
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
26.8
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
26.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
26.7
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
26.7
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
26.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
26.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
26.7
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
26.6
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
26.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
26.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
26.4
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
26.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
26.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.3
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
26.1
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
26.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
25.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
25.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
25.5
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
25.3
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.1
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
24.9
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
24.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
24.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
24.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
24.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.5
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
24.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
24.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
24.3
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
24.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
24.2
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.2
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
24.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
23.8
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
23.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
23.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
23.7
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
23.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
23.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
23.5
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
23.5
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
23.5
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
23.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
23.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
23.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
23.1
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
23.0
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
23.0
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
23.0
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
23.0
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
22.9
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
22.6
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
22.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
22.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
22.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
22.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.1
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
21.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
21.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
21.9
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.9
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
21.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
21.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.4
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
21.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.1
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
21.1
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
21.0
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
20.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.7
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
20.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
20.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
20.5
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
20.4
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
20.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
20.2
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.0
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
20.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
19.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
19.9
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
19.9
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
19.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
19.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
19.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
18.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
18.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
18.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
18.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
18.4
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
18.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.1
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
18.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
17.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.7
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
17.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
17.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
17.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.9
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
16.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
16.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
16.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
16.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
16.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
16.4
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.4
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
16.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.3
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.3
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.9
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
15.8
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.7
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.6
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
15.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.5
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.4
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
15.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
15.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
15.3
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
15.2
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
15.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
15.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
15.1
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
14.9
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
14.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.5
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
14.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
14.0
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.0
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
13.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
13.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
13.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.6
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.4
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
13.2
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
12.6
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
12.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
11.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
9.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
4.6
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.4
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
1.2
2666323d-522f-4f0a-823c-ff8866_D2
Normal
1.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.9
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.9
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.9
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.9
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.9
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.7
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.7
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.6
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.5
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.5
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.5
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.3
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
0.2
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.1
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.0
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.5
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.5
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.5
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.7
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-1.0
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
-1.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-1.7
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-2.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
