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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.
CCDC167 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
36.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
81.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
79.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
78.2
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
76.6
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
73.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
71.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
70.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
69.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
69.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
67.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
67.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
65.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
64.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
63.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
62.9
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
61.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
59.7
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
58.4
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
57.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
57.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
56.5
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
56.0
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
55.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
54.5
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
54.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
53.8
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
53.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
53.6
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
50.8
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
50.0
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
49.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
49.5
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
49.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
49.0
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
48.7
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
48.2
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
47.5
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
47.4
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
47.0
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
46.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
46.3
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
46.3
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
46.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
46.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
45.8
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
45.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
45.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
45.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
45.5
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
45.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
45.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
45.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
45.0
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
44.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
44.5
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
44.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
44.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
44.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
43.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
43.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
43.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
43.1
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
43.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
42.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
42.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
42.6
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
42.6
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
42.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
42.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
41.9
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
41.8
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
41.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
41.5
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
41.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
41.3
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
41.1
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
41.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
40.7
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
40.6
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
40.5
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
40.2
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
40.0
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
39.8
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
39.7
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
38.8
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
38.7
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
38.6
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
38.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
38.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
37.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
37.8
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
37.4
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
37.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
37.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
37.3
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
37.2
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
36.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
36.4
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
36.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
36.1
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
35.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
35.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
35.9
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
35.7
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
35.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
35.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
35.4
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
35.4
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
35.2
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
35.1
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
35.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
34.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
34.4
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
34.3
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
34.3
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
34.3
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
34.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
33.9
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
33.6
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
33.4
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
33.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
33.0
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
32.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
32.7
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
32.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
32.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
32.4
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
32.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
32.3
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
32.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
32.0
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
32.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
32.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
31.8
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
31.7
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
31.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
31.6
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
31.5
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
31.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
31.5
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
31.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
31.3
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
30.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
30.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.7
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
30.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
30.3
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
30.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
30.0
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
29.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
29.8
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
29.8
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
29.7
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
29.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
29.6
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
29.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
29.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
29.4
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
29.3
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.2
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
29.2
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.1
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
29.1
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
28.9
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
28.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
28.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
28.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.7
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.6
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
28.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.3
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
28.2
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
28.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
28.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
27.9
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
27.8
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
27.7
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
27.5
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.5
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
27.4
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.3
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
27.3
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
27.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.2
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
27.2
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
27.1
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
27.1
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
27.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
26.9
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
26.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
26.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
26.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
26.5
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
26.3
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
26.3
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
26.0
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
25.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
25.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
25.6
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
25.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
25.3
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
25.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
25.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
24.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
24.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
24.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
24.7
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
24.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
24.6
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
24.6
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
24.6
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
24.5
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
24.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
24.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
24.2
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.6
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
23.3
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.3
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.8
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
22.7
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
22.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
22.6
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
22.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
21.8
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
21.7
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
21.7
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
21.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
21.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
21.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.9
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
20.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
20.3
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
20.3
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.2
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
19.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
19.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
19.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
19.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
18.7
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
17.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.3
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.7
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
16.2
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 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.
CCDC167 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
17.4
Number of samples
486
Samples
Sample
Description
TPM
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
38.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
37.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
36.8
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.4
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
35.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
33.0
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
31.2
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
30.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
30.5
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
30.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
30.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
30.3
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
30.2
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
29.4
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
29.3
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
28.6
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
28.5
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
28.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
28.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
28.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
28.1
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
27.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.8
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
27.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
27.5
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
27.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.3
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
27.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
26.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.7
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
26.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
26.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
26.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
26.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
26.0
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.0
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
25.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
25.7
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
25.7
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
25.6
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.6
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
25.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
25.4
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
25.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
25.3
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
25.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
25.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
25.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
24.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.7
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
24.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
24.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
24.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
24.5
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
24.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
24.1
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
24.1
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
24.0
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
24.0
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
23.8
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
23.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
23.7
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
23.7
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
23.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
23.7
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.4
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
23.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.1
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.0
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.9
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
22.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
22.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
22.9
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
22.9
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
22.9
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
22.8
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
22.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.7
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
22.7
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
22.5
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.5
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
22.3
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
22.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
22.1
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
22.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
21.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
21.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.7
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
21.5
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
21.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
21.4
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
21.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
21.4
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
21.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
21.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.2
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
21.1
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
21.1
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.1
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
21.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
20.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
20.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
20.8
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.8
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
20.8
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
20.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
20.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
20.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
20.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
20.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.4
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
20.3
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
20.3
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
20.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.2
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
20.1
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
20.1
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.1
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
20.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
20.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
19.9
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
19.9
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
19.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
19.9
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.9
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
19.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
19.8
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.8
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
19.7
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
19.6
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
19.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
19.5
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
19.5
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
19.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.4
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.4
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
19.4
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
19.3
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
19.3
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
19.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
19.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
19.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
19.2
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.1
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
19.1
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.1
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
19.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.0
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
19.0
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
18.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
18.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
18.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
18.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
18.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
18.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
18.7
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.7
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
18.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.4
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
18.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
18.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
18.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
18.4
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
18.4
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
18.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
18.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
18.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
18.3
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
18.2
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
18.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
18.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
18.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
18.1
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.1
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
18.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
17.9
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
17.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
17.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
17.8
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
17.8
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
17.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
17.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
17.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
17.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
17.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.6
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
17.6
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.6
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
17.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.4
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
17.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
17.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.3
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.3
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
17.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
17.3
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
17.2
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
17.2
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
17.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
17.0
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
17.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
17.0
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
17.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
17.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
17.0
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
17.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
16.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
16.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
16.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
16.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
16.8
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
16.8
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
16.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.7
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.7
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
16.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
16.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
16.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
16.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
16.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
16.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.4
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
16.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.4
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
16.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
16.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
16.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
16.2
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
16.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
16.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
16.2
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
16.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
16.1
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
16.0
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
16.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
16.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
16.0
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
15.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.9
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
15.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
15.8
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
15.8
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
15.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
15.8
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.8
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
15.8
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
15.7
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
15.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
15.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
15.7
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
15.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
15.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
15.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
15.5
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
15.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
15.5
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.5
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
15.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
15.4
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
15.4
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
15.3
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.3
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.2
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
15.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
15.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
15.1
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.0
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
15.0
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
15.0
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
15.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
14.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
14.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
14.9
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
14.9
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
14.8
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.8
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
14.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
14.8
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
14.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
14.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
14.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
14.7
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
14.7
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
14.7
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
14.7
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
14.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
14.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
14.6
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
14.6
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
14.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
14.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
14.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
14.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
14.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
14.3
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
14.3
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
14.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
14.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
14.2
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
14.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
14.1
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
14.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
14.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
14.0
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
14.0
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
14.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
13.9
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
13.9
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
13.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
13.9
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.9
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
13.8
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
13.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
13.8
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
13.7
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
13.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
13.7
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
13.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
13.7
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
13.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
13.6
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
13.6
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
13.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
13.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
13.5
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
13.5
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.5
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
13.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
13.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
13.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
13.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.2
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
13.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
13.2
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
13.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
13.1
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
13.1
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.0
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
13.0
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
12.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
12.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
12.8
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
12.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
12.6
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
12.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
12.6
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
12.6
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
12.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
12.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
12.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
12.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
12.1
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
12.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
12.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
12.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
11.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
11.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
11.9
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
11.9
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.8
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
11.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
11.7
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
11.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
11.7
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
11.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
11.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
11.7
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
11.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
11.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
11.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
11.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
11.5
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
11.4
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
11.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
11.2
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
11.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
11.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
11.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
10.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
10.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
10.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
10.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.6
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
10.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
10.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
10.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
10.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
10.3
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
10.3
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
10.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
10.1
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
10.0
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
10.0
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
9.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
9.9
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
9.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.8
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
9.8
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
9.7
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
9.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
9.6
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
9.5
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
9.4
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
9.3
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
9.3
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
9.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
9.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
9.1
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
9.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
8.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
8.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
8.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
8.5
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
8.4
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
7.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
7.1
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
6.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
5.6
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
5.2
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
4.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
4.3
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.7
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCDC167 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
35.9
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
107.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
80.7
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
67.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
67.6
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
61.1
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
58.7
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
58.3
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
57.5
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
53.8
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
53.1
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
53.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
52.0
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
50.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
48.9
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
48.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
47.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
46.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
45.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
44.9
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
44.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
43.8
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
43.7
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
43.3
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
43.2
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
42.7
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
42.1
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
41.7
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
41.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
40.0
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
38.9
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
38.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
38.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
37.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
37.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
36.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
35.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.2
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
34.5
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
33.6
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
33.2
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
32.9
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
32.9
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
32.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
32.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
32.0
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
31.8
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
31.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
31.2
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
31.2
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
30.5
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
30.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
29.5
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
29.5
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
29.4
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
28.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
28.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
28.2
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
27.6
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
27.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
26.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
26.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
25.8
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
25.6
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
25.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
24.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.7
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
24.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
23.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
23.5
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
22.6
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
21.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
20.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
20.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
19.9
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
18.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
18.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
17.6
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCDC167 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
15.2
Number of samples
207
Samples
Sample
Description
TPM
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
29.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
27.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
26.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
26.7
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
26.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
26.6
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
26.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
25.7
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
24.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
24.7
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
23.6
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
23.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
23.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
22.6
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.4
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
22.1
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
21.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
21.6
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
21.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
21.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.4
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
20.9
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
20.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
20.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
20.8
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
20.8
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
20.8
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
20.8
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.7
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
20.7
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
20.4
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
20.4
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
19.8
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
19.7
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
19.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
19.3
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
19.3
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
19.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
19.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
19.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
18.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
18.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
18.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
18.7
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
18.6
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.2
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
18.2
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
17.9
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
17.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
17.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
17.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
17.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
16.8
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
16.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
16.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
16.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.4
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
16.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.3
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
16.2
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
16.2
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
16.0
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
15.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
15.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.7
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
15.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.6
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
15.3
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
15.3
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.3
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.2
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
15.2
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
15.2
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
15.0
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
15.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
15.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
14.9
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.9
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
14.9
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.9
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
14.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
14.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.7
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
14.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
14.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
14.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
14.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
14.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
14.2
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
14.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.1
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
13.8
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
13.8
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
13.8
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.7
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
13.7
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
13.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.4
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
13.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
13.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
13.2
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
13.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
13.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
13.0
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
12.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
12.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
12.8
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
12.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
12.6
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.6
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.4
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
12.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
12.4
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
12.3
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
12.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
12.1
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
12.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
12.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
12.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
11.9
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
11.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
11.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
11.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
11.7
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
11.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.2
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
11.0
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
11.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.9
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
10.9
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
10.9
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
10.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
10.8
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
10.7
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
10.7
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
10.6
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
10.5
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
10.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
10.4
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.3
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
10.3
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
10.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
10.2
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
10.2
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.1
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
10.1
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
10.1
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.9
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
9.7
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
9.5
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
9.5
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
9.4
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.0
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
9.0
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
9.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
8.9
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
8.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
8.8
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
8.7
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
8.5
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.9
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
7.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
7.7
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
7.4
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
7.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
6.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
6.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
6.0
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
5.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
3.2
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
