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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.
COMMD1 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
30.3
Number of samples
254
Samples
Sample
Description
TPM
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
92.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
82.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
81.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
74.0
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
70.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
63.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
57.1
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
56.3
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
54.1
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
52.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
52.0
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
52.0
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
51.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
51.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
50.8
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
50.3
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
49.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
49.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
49.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
48.9
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
48.8
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
48.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
47.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
47.6
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
47.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
47.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
47.2
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
46.4
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
46.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
45.9
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
45.7
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
45.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
45.4
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
45.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
45.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
44.7
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
44.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
44.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
44.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
43.9
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
43.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
43.6
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
41.6
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
41.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
41.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
41.4
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
41.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
41.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
40.9
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.8
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
40.7
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
40.6
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
40.5
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
40.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.4
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
40.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
40.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
40.0
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
40.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
39.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
39.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
39.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
38.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
38.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
38.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
38.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
38.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
38.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
37.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
37.4
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
37.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
37.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
37.0
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
36.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
36.7
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
36.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
36.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
35.8
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
35.7
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
35.4
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
35.4
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
35.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
35.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
35.0
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
34.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
34.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
34.6
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
34.2
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
34.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
33.9
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
33.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
33.7
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
33.6
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
33.4
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
33.4
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
33.1
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
32.9
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
32.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
32.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
32.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
32.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.2
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
32.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
32.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
31.4
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
31.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
31.2
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
31.0
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
30.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
30.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
30.5
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.4
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
30.4
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.3
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
30.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
29.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
29.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
29.0
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.0
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
28.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
28.8
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
28.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
28.7
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
28.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
28.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
28.3
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
28.1
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
27.5
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
27.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
27.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
27.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
27.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
27.2
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.2
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
27.2
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
27.1
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
27.0
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
27.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
26.7
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
26.2
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
25.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
25.6
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
25.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
25.6
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
25.2
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
25.2
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
25.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
25.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.8
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
24.8
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
24.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
24.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
24.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
24.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
24.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
23.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
23.6
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
23.3
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
23.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
22.7
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
22.6
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
22.5
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
22.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.2
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
22.2
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
22.1
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
22.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
21.7
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
21.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
21.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
21.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
21.1
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
21.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
20.9
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
20.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
20.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
20.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
20.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
19.8
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
19.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
19.6
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
19.5
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
19.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.4
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
19.3
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.1
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
19.1
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
19.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
19.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
19.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
18.8
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
18.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
18.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
18.0
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
17.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
17.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
17.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
17.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
17.4
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
17.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
17.3
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
17.3
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
17.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
17.1
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
17.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
17.0
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
16.7
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
16.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
16.6
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
16.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
16.5
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
16.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
16.2
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
16.0
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
15.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.8
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
14.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
14.9
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
14.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
14.4
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
13.9
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
13.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
13.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
13.2
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
12.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
12.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.4
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
11.9
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
11.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
11.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
11.4
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
10.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
10.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
9.0
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
8.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
8.4
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
7.9
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
7.3
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 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.
COMMD1 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
11.9
Number of samples
486
Samples
Sample
Description
TPM
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
23.5
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
23.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
22.4
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
20.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
20.3
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
19.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
19.5
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.3
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
19.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
19.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
19.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
18.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
18.9
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.8
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
18.7
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
18.6
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
18.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
18.4
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
18.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
18.4
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
18.3
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
18.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.2
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
18.1
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
18.1
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
18.0
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
17.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
17.7
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
17.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
17.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
17.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.2
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
17.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
16.9
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.9
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
16.8
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
16.8
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
16.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
16.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
16.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
16.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.4
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
16.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
16.3
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
16.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
16.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.1
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
16.0
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
16.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
15.8
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
15.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
15.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.7
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
15.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
15.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
15.7
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
15.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
15.6
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.6
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.5
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
15.5
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.4
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.4
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
15.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
15.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
15.3
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
15.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
15.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
15.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.1
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
15.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
15.1
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
15.1
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
15.1
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
15.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
14.9
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.9
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
14.8
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
14.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.7
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
14.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
14.7
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
14.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
14.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
14.6
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
14.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
14.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.6
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
14.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
14.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
14.5
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
14.4
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
14.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
14.4
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
14.3
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
14.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
14.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.2
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
14.2
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
14.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
14.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
14.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
14.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.1
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
14.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
14.0
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
14.0
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.9
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
13.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
13.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.9
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
13.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.9
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
13.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
13.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
13.9
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
13.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
13.9
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
13.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.7
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
13.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
13.7
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
13.7
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.6
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
13.6
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
13.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
13.5
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
13.4
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
13.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.4
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
13.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
13.4
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
13.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
13.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
13.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
13.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
13.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.3
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
13.3
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
13.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
13.3
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.2
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
13.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
13.1
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
13.0
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
13.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
13.0
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
12.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
12.9
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
12.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
12.9
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
12.9
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
12.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
12.8
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
12.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
12.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
12.8
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
12.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.8
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
12.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
12.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
12.7
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
12.6
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.6
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
12.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
12.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
12.5
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
12.5
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.4
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.4
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.4
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
12.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
12.3
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
12.3
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
12.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
12.3
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
12.3
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
12.2
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
12.2
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
12.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
12.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.1
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
12.1
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
12.0
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
12.0
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
11.9
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
11.9
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
11.9
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
11.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
11.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
11.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
11.9
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
11.9
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
11.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
11.9
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
11.8
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.8
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
11.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
11.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
11.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
11.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
11.7
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
11.7
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.7
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
11.7
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
11.7
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.6
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
11.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
11.5
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
11.4
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
11.4
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
11.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.4
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.3
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
11.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
11.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
11.2
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
11.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
11.2
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
11.1
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
11.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
11.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
11.0
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
11.0
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.0
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.0
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.0
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
10.9
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
10.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
10.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
10.8
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
10.8
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
10.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
10.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
10.8
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
10.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
10.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
10.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
10.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
10.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.7
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
10.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
10.6
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
10.6
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
10.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
10.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
10.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
10.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
10.6
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
10.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
10.5
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.5
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
10.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
10.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.5
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
10.4
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
10.4
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
10.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
10.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
10.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.3
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
10.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
10.2
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
10.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
10.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
10.1
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
10.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
10.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
10.0
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
10.0
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
10.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
10.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
10.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.0
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
9.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
9.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
9.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
9.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
9.9
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
9.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
9.9
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
9.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
9.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
9.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
9.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
9.8
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
9.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
9.8
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
9.7
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
9.7
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
9.7
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
9.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
9.7
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
9.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
9.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.7
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
9.6
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
9.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
9.6
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
9.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
9.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
9.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
9.6
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.5
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.5
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
9.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
9.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
9.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
9.3
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
9.3
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
9.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.2
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
9.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
9.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
9.1
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
9.1
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
9.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
9.0
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
9.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
9.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
9.0
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.0
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
9.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.9
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
8.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
8.9
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
8.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
8.9
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
8.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
8.8
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
8.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.8
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.8
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
8.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
8.8
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
8.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
8.7
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
8.6
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
8.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
8.6
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
8.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
8.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
8.4
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
8.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
8.4
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
8.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
8.4
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
8.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
8.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
8.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
8.3
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
8.3
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
8.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
8.2
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.2
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
8.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
8.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
8.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
8.0
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
8.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
8.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
7.9
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
7.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
7.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
7.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
7.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
7.8
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
7.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
7.7
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.7
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
7.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
7.7
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
7.6
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
7.5
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
7.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
7.5
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
7.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
7.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
7.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
7.3
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
7.3
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
7.3
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
7.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
7.3
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
7.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.1
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
7.0
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
7.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
7.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
7.0
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
6.9
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
6.9
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
6.9
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
6.8
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
6.6
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
6.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
6.5
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
6.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
6.2
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
6.2
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
6.1
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
6.1
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
6.0
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
5.8
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
5.8
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
5.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
5.5
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
5.2
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
5.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
5.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
5.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
4.9
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
4.6
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
4.5
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
4.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
2.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
1.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
COMMD1 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
33.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
81.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
63.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
61.7
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
60.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
55.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
53.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
53.3
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
50.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
49.8
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
49.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
49.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
48.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
48.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
48.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
46.7
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
45.7
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
44.7
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
44.5
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
43.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
43.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
43.3
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
43.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
42.5
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
42.2
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
42.0
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
41.9
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
41.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
41.0
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
40.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
39.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
39.8
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
39.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
39.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
39.1
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
38.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
38.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
37.8
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
37.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
36.9
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
36.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
36.4
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
35.4
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
35.2
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
34.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
34.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
34.3
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
33.6
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
32.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
32.3
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
32.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.2
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
28.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
28.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
26.6
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
25.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
25.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
25.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
24.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
23.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
23.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
20.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
20.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
20.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
20.1
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
19.6
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
19.2
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
18.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
18.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
18.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
18.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
18.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
17.9
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
16.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
16.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
15.1
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
14.9
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
14.2
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
13.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.9
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
13.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
12.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
11.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
10.8
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
COMMD1 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
10.3
Number of samples
207
Samples
Sample
Description
TPM
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
23.0
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
20.2
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
18.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
18.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
18.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
18.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
18.2
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
17.7
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
16.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.3
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
16.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
16.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
16.1
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
15.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
15.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.1
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
14.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.6
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
14.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
14.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
14.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.0
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
14.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
13.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
13.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
13.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
13.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
13.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
13.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
13.1
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
13.0
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.9
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
12.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
12.7
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
12.6
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.5
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
12.5
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
12.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
12.3
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
12.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
12.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.0
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
12.0
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
12.0
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
11.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
11.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
11.9
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
11.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
11.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
11.8
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
11.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
11.7
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
11.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
11.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
11.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
11.5
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
11.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
11.3
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
11.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
11.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
11.2
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.1
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
11.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
11.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.9
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
10.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
10.8
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
10.8
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
10.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
10.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
10.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
10.5
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
10.5
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
10.4
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
10.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
10.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
10.2
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.2
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
10.2
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
10.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
10.2
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
10.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.1
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
10.0
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
10.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.0
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
10.0
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
9.9
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
9.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
9.8
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
9.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
9.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
9.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
9.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
9.7
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
9.7
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
9.6
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.6
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
9.6
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
9.6
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
9.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
9.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
9.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
9.1
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
9.1
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
9.1
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
9.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
9.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
9.0
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
8.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
8.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
8.8
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
8.7
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
8.6
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
8.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
8.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
8.6
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
8.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
8.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
8.5
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
8.4
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
8.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.3
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
8.2
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
8.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
8.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
8.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
8.0
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
8.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
8.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
7.9
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.9
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
7.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
7.9
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
7.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
7.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
7.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
7.3
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
7.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
7.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
7.3
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
7.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
7.2
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
7.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
7.1
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
7.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
6.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
6.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
6.8
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
6.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
6.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
6.7
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
6.7
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
6.6
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
6.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.5
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
6.4
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
6.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
6.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
6.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
6.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
6.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
6.0
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
6.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.0
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
5.8
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
5.7
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
5.5
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
5.5
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
4.8
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
4.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
4.1
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
3.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
3.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
2.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
02cde0c0-6840-495b-9b11-007d82_D2
Normal
1.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
1.2
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.8
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
0.8
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
0.7
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.7
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.6
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.6
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
0.5
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.5
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.5
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.5
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
0.5
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.4
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.4
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.4
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.3
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
0.3
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.3
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.3
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.3
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.3
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.3
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.3
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
0.3
b2400046-1d25-429d-a821-6040a6
Tumor
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.3
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.3
e070ff10-058b-4733-93ab-bdd702_D2
Normal
0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.3
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.3
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.3
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.2
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
0.2
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
0.2
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.2
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.2
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
82157a70-12f1-4913-b548-d98881_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.2
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.2
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.2
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.2
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.2
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.2
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.2
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.2
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.1
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.1
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.1
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.1
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.1
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.1
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
0.1
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.1
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.0
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.0
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
0.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
0.0
47d2a435-b203-4438-ae72-53c424_D2
Normal
0.0
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.0
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.0
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.0
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
0.0
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.0
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.0
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.0
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
-0.1
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.1
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.1
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
-0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
-0.1
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-0.1
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
-0.1
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.1
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-0.1
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.1
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.2
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.2
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
-0.2
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
-0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-0.2
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
-0.2
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
-0.2
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.2
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.3
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.3
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.3
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
-0.3
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.3
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.3
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.3
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
-0.3
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.3
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.3
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
-0.5
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.6
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
-0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.8
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.8
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
