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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.
CCDC85B 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
28.5
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
104.0
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
81.7
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
78.9
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
73.5
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
72.6
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
69.4
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
68.9
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
68.7
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
68.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
67.3
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
64.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
64.7
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
64.4
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
61.3
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
60.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
60.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
60.4
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
59.8
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
59.2
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
57.5
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
56.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
56.6
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
56.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
55.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
54.4
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
52.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
50.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
50.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
49.2
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
48.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
48.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
48.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
48.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
47.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
47.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
47.0
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
46.1
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
46.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
45.9
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
44.6
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
44.3
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
43.8
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
43.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
41.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
41.4
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
41.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
41.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
39.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
39.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
38.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.6
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
38.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
38.0
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
38.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
37.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
37.7
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
37.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
37.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
37.1
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
36.8
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
35.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
35.4
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
34.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
34.1
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
33.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
33.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
33.2
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
32.6
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
32.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
32.4
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
32.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
32.2
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
32.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
32.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
31.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
31.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
31.6
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
31.5
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
31.4
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
31.3
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
30.8
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
30.7
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
30.5
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
30.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
30.4
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
30.3
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
30.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
29.9
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.6
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
29.3
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
29.2
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
28.7
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
28.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
28.6
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
28.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
28.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.0
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
27.9
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
27.8
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
27.7
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.3
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
27.1
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
27.1
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
27.0
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
26.9
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
26.3
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
26.1
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
25.8
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
25.7
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
25.3
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
25.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
25.2
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.1
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
25.0
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
24.9
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
24.7
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
24.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.5
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
24.1
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
24.1
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
23.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
23.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
23.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
23.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
23.2
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
23.0
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
22.9
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.8
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
22.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
22.6
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
22.5
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
22.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
22.1
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
21.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
21.9
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
21.8
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
21.7
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
21.6
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
21.3
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
21.3
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
21.3
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
21.1
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
21.1
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
21.1
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
21.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
21.0
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
20.9
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
20.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
20.6
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
20.6
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
20.6
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
20.5
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.5
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
20.5
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
20.5
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
20.5
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
20.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
20.3
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
20.2
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.2
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.8
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
19.7
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
19.6
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
19.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
19.5
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
19.5
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
19.3
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
19.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
19.1
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
19.0
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
18.8
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.8
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
18.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
18.5
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
18.5
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
18.5
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
18.4
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
18.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
18.1
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
18.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
17.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
17.6
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
17.6
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
17.4
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
17.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
17.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
16.9
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
16.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
16.8
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
16.8
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
16.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
16.7
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
16.7
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
16.7
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
16.7
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
16.6
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
16.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
16.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
16.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
15.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
15.9
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
15.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
15.5
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
15.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
14.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
14.4
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
14.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
14.0
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
13.9
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
13.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
13.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
13.7
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
13.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
13.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
13.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
13.3
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
12.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
12.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
12.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
12.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
12.0
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
11.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
11.6
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
11.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
11.3
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
10.7
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
10.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
10.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
10.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
10.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
9.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
9.4
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
8.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
8.5
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
8.4
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
8.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
8.0
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
6.9
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
0.9
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCDC85B 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
23.8
Number of samples
486
Samples
Sample
Description
TPM
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
84.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
63.5
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
55.0
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
54.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
51.1
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
48.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
48.0
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
47.6
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
46.9
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
46.6
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
46.4
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
44.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
44.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
43.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
43.4
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
43.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
42.7
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
42.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
42.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
41.9
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
41.7
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
41.6
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
41.6
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
41.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.2
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
41.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
40.8
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
40.7
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
40.7
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
40.6
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
39.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
39.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
39.4
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
39.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
38.8
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
38.8
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
38.5
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
38.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
38.2
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
38.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
37.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
37.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
37.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
37.3
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
37.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
37.1
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
37.0
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
36.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
36.5
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
36.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
36.2
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
35.9
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
35.9
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
35.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
35.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
35.5
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
35.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
35.2
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
35.1
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
35.0
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
35.0
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
34.8
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
34.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
34.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
34.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
34.4
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
33.9
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
33.6
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
33.5
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
33.4
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
33.2
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
33.0
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
32.9
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.7
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
32.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
32.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
32.5
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
32.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
32.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
32.4
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
32.2
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
32.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
32.0
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
31.6
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
31.5
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
31.5
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
31.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
31.2
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.1
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
31.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
30.9
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
30.9
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
30.8
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
30.6
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
30.5
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
30.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
30.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
30.4
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
30.1
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
29.9
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
29.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
29.9
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
29.9
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
29.9
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
29.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
29.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
29.6
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
29.6
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
29.6
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
29.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
29.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.4
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
29.3
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
29.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
29.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
29.2
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
29.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
29.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
29.1
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
29.1
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
29.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
29.1
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
29.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
28.9
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
28.9
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
28.8
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.8
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
28.6
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
28.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.5
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
28.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
28.2
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
28.1
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.1
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
28.0
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
28.0
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.9
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
27.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
27.8
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
27.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
27.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.3
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
27.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
27.2
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
27.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
27.2
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
27.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
27.1
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
27.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
26.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.9
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
26.9
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
26.8
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
26.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
26.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
26.7
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
26.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
26.6
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
26.6
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
26.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
26.5
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
26.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.5
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
26.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
26.4
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
26.2
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
26.2
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
26.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.1
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
26.1
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
26.1
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
26.0
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
26.0
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
26.0
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.8
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
25.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.7
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
25.6
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
25.6
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
25.6
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
25.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
25.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
25.2
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
25.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
25.0
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
25.0
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
25.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
25.0
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
25.0
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
24.9
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
24.9
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
24.8
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
24.6
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
24.6
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
24.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
24.2
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
24.2
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
24.2
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
24.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
24.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.0
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
23.9
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.9
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
23.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
23.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
23.8
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.8
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
23.8
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
23.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
23.7
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
23.6
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
23.5
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
23.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
23.4
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
23.4
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
23.3
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.3
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
23.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
23.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
22.9
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
22.9
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
22.8
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
22.7
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.5
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
22.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
22.4
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
22.4
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
22.2
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
22.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
22.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.2
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.1
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
22.1
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
22.1
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.0
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
21.9
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
21.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
21.6
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
21.4
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
21.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
21.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
21.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
21.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
21.3
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.2
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
21.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
21.1
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
21.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
21.0
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
21.0
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
20.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
20.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
20.8
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.8
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
20.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.6
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
20.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
20.5
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.5
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
20.5
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
20.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
20.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
20.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
20.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
20.3
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.3
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
20.3
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
20.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
20.1
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
20.0
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
19.9
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
19.8
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
19.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
19.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
19.8
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
19.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
19.8
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.7
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
19.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
19.7
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
19.7
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
19.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
19.5
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
19.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
19.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
19.3
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
19.2
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
19.2
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
19.2
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
19.1
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
19.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
19.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.0
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
19.0
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
18.9
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
18.9
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
18.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.9
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
18.8
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
18.8
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
18.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
18.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
18.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
18.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
18.6
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
18.6
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
18.5
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.5
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
18.4
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
18.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.3
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.2
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
18.2
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
18.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
18.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
17.9
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
17.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
17.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
17.7
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
17.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
17.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
17.6
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
17.5
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
17.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
17.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
17.4
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
17.4
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.3
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
17.3
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
17.2
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
17.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
17.2
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.1
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
17.1
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
17.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
17.1
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.1
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
17.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
17.0
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
17.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.9
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
16.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
16.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
16.8
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
16.8
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
16.7
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
16.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
16.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.7
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
16.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
16.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
16.5
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
16.4
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.4
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
16.3
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
16.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
16.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.2
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
16.0
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
15.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
15.8
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
15.8
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
15.8
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
15.8
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
15.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
15.7
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.6
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
15.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.4
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
15.4
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
15.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
15.3
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
15.3
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
15.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
15.2
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
15.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.1
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
15.1
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.9
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
14.8
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
14.8
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
14.8
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
14.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
14.6
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
14.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
14.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
14.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
14.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
14.1
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
13.9
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
13.9
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
13.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
13.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
13.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
13.5
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
13.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
13.3
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
13.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
13.3
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
13.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
13.1
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.0
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
13.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
12.9
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
12.9
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
12.8
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
12.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.5
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
12.5
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.5
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
12.3
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
12.2
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
12.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
11.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
11.9
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
11.8
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
11.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
11.6
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.5
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
11.5
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
11.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.4
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
11.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
11.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
10.8
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
10.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
10.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
10.1
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
9.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
9.8
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
8.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
8.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
7.9
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
7.4
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
6.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
6.8
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
5.7
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
5.7
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
0.8
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.5
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.
CCDC85B 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
27.1
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
335.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
73.7
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
51.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
50.4
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
48.7
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
41.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
40.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
38.4
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
38.1
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
37.1
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
35.9
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
34.9
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
34.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
33.8
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
32.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
32.1
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
31.5
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
31.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
30.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
30.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.3
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
30.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
29.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
29.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.0
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
28.4
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
28.3
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
28.1
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
27.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
27.4
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
26.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
26.1
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
26.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
25.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.9
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
24.8
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
24.0
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
23.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
23.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
23.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
23.3
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
22.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
22.8
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
22.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
22.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
22.5
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
22.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
21.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
21.4
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
20.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
20.2
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
20.1
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
19.6
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
18.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
18.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
18.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
17.5
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
17.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
16.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
16.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
16.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
16.1
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
16.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
15.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
15.8
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
15.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
15.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
15.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.8
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
14.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
13.8
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.4
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
13.4
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
13.1
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
13.1
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
13.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
12.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
12.5
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
11.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
11.5
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
11.3
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
11.2
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
9.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
8.4
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
8.0
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 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.
CCDC85B is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.4
Number of samples
207
Samples
Sample
Description
TPM
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
51.3
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
48.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
47.1
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
45.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
44.3
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
43.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
43.7
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
42.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
38.2
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
38.1
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
37.8
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
36.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
36.7
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
36.5
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
36.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
36.1
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
35.7
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
35.4
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
35.0
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.0
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
34.6
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
33.9
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
33.8
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
33.1
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
32.8
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
32.7
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
32.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
32.5
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
32.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
32.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
31.8
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
31.8
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
31.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
31.5
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
31.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
31.2
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
31.1
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
30.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
30.8
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
30.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
30.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
30.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
30.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
29.7
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
29.5
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
29.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
29.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
29.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
28.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
28.7
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.6
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.4
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.4
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
28.3
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
28.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
28.1
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
27.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
27.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
26.5
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
26.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
26.4
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
26.3
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
26.0
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
25.9
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
25.9
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
25.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
25.6
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
25.4
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.9
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
24.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
24.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
24.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
24.4
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
24.2
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
24.2
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
24.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
23.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
23.7
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
23.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
23.4
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
23.0
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
22.9
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
22.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
22.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
22.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
22.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
22.8
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
22.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
22.5
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
22.5
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
22.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
22.4
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
21.6
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
21.5
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.5
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.4
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
21.0
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.9
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
20.9
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
20.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.5
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
20.4
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.4
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
20.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
20.1
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
20.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.0
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
19.9
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
19.9
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
19.7
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
19.5
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
19.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
19.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.0
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.9
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
18.9
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.8
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.8
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
18.8
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.6
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
18.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
18.0
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.9
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
17.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
17.5
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
16.9
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
16.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
16.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
16.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
16.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
16.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
16.2
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
16.1
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
16.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
16.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
16.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
16.0
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
15.9
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
15.8
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
15.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
15.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
15.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.5
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
15.2
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
15.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.1
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
14.8
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
14.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
14.6
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
14.5
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.5
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
14.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
14.2
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
14.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.9
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
13.6
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
13.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
13.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
13.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
13.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
12.8
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
12.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.8
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.7
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
12.4
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
12.3
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
12.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
12.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
11.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
10.6
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
10.5
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.4
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
10.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
10.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
9.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
9.6
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
9.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
9.4
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
9.1
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
9.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
9.0
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
8.6
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
8.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
7.5
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
