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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.
CCDC115 is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
24.4
Number of samples
254
Samples
Sample
Description
TPM
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
59.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
57.7
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
48.0
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
43.8
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
42.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
42.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
41.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
41.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
40.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
40.7
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
39.4
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
38.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
38.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
38.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
38.3
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
37.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
37.1
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
37.0
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
37.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
36.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
36.5
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
36.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
36.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
35.9
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
35.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
35.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
35.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
34.5
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
34.4
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
33.9
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
33.8
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
33.6
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
33.3
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.2
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
32.8
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
32.6
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
32.6
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
32.5
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
32.3
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
32.2
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
31.7
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
31.6
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
31.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
30.8
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
30.7
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
30.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
30.6
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
30.5
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
30.4
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
30.4
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.4
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
30.4
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
30.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
30.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
29.8
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
29.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
29.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
29.6
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
29.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.4
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
29.4
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
29.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
29.0
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
28.9
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
28.6
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
28.6
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
28.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
28.3
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
28.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
28.2
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
28.1
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
27.9
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
27.9
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
27.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.5
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
27.4
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
27.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
27.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
27.1
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
27.0
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
27.0
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
26.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
26.5
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
26.3
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
26.2
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
26.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
26.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
26.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
25.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
25.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
25.7
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
25.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
25.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
25.3
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
25.1
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
25.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
24.9
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
24.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
24.6
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.6
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
24.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.5
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
24.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
24.3
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
24.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.2
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
24.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
24.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
24.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
24.1
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
24.0
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
24.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.0
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
23.9
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
23.9
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
23.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
23.8
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
23.8
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
23.8
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
23.7
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
23.7
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
23.7
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
23.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
23.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
23.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
23.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
23.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
23.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
23.1
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
23.0
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
22.9
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
22.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
22.6
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
22.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
22.5
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
22.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
22.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
21.9
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
21.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
21.7
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
21.6
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
21.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
21.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
21.5
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
21.4
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
21.4
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
21.3
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
21.2
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.1
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
21.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
21.1
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
21.0
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
21.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
21.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
20.8
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
20.7
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
20.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
20.5
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
20.5
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
20.5
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
20.4
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
20.4
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
20.4
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
20.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.2
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
20.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
20.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.0
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
20.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
20.0
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
19.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
19.9
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
19.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
19.8
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
19.7
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
19.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
19.5
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
19.4
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
19.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
19.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
19.1
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
19.0
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
19.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
18.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
18.6
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
18.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
18.4
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
18.3
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
18.3
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
18.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
18.1
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
18.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
17.9
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
17.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
17.9
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
17.6
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
17.4
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
17.4
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
17.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
17.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
17.3
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
17.1
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
17.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.9
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.8
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
16.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
16.6
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
16.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
16.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
16.0
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
15.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
15.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
14.9
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
14.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
14.6
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
14.3
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
14.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
13.9
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
13.8
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
13.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
13.3
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
13.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
13.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
13.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
13.1
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
13.1
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
12.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
12.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
12.3
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
12.1
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
11.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
11.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
10.8
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
10.7
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
10.6
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
10.1
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
9.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
8.2
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 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.
CCDC115 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
13.1
Number of samples
486
Samples
Sample
Description
TPM
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
31.0
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
28.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
28.4
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
26.0
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.5
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
24.2
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.6
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
22.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
22.4
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.2
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
21.9
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
21.8
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
21.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.7
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
21.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.5
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.4
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
21.3
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
21.3
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
21.1
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
20.8
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
20.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
20.4
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
20.3
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
20.1
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.9
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
19.8
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
19.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
19.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
19.5
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
19.4
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
19.4
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
19.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
19.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
19.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
19.1
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.1
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
19.0
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
19.0
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
18.9
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.8
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
18.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
18.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
18.7
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
18.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
18.6
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
18.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
18.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
18.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
18.2
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.0
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
18.0
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
17.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
17.8
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
17.7
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
17.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
17.7
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
17.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
17.6
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
17.6
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
17.5
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
17.5
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.4
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
17.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.3
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
17.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
17.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
17.2
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
17.1
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
17.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.1
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.0
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
17.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.0
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
17.0
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
16.9
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
16.8
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
16.7
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
16.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
16.7
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
16.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
16.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
16.7
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
16.6
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
16.6
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
16.6
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
16.4
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
16.4
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
16.4
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
16.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
16.3
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
16.3
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
16.2
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
16.2
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
16.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
16.2
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
16.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.1
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
16.0
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
16.0
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
16.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
15.9
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
15.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
15.8
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
15.8
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.7
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
15.6
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
15.6
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
15.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
15.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
15.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
15.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
15.4
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
15.4
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
15.4
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
15.4
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
15.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.3
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
15.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
15.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
15.2
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
15.2
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
15.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
15.2
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
15.2
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
15.2
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.2
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
15.1
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
15.0
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.0
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
14.9
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
14.8
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
14.8
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
14.8
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.8
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.8
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
14.7
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
14.7
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
14.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
14.6
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
14.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
14.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.6
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
14.6
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
14.6
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
14.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
14.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
14.6
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
14.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
14.5
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
14.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
14.4
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.4
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
14.4
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
14.3
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
14.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.2
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
14.0
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
14.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
13.9
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
13.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
13.9
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
13.8
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
13.8
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
13.8
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
13.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
13.7
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
13.7
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
13.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
13.7
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
13.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
13.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
13.7
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
13.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
13.6
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
13.6
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
13.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
13.5
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
13.5
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
13.5
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.5
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.5
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
13.5
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
13.5
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
13.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
13.5
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
13.4
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
13.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
13.4
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
13.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
13.4
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
13.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
13.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
13.3
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
13.3
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.3
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.3
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
13.2
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
13.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
13.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
13.1
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
13.1
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
13.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.0
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
13.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
13.0
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
12.9
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
12.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.9
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
12.9
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
12.8
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
12.8
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
12.8
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
12.8
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
12.8
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
12.7
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
12.7
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
12.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
12.7
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
12.6
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
12.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
12.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
12.5
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.5
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
12.5
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
12.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
12.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
12.5
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
12.5
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
12.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
12.4
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
12.4
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
12.4
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
12.4
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
12.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
12.4
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
12.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.3
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
12.3
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
12.3
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
12.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
12.3
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
12.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
12.3
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
12.2
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
12.2
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
12.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
12.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
12.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
12.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
12.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
12.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
12.1
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
12.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
12.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
12.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
12.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
12.0
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
12.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
11.9
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
11.9
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
11.9
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
11.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
11.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
11.8
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
11.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
11.8
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
11.8
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
11.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
11.7
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
11.7
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
11.7
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
11.7
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
11.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.7
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
11.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
11.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
11.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
11.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
11.6
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
11.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
11.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
11.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
11.6
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
11.6
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
11.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
11.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
11.5
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
11.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.5
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
11.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
11.5
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
11.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
11.4
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
11.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
11.4
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
11.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
11.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
11.3
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
11.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
11.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
11.2
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
11.2
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.2
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
11.2
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
11.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
11.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
11.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.1
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
11.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
11.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
11.1
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
11.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
11.0
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
11.0
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
11.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
11.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
10.9
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
10.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
10.9
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
10.9
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
10.9
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
10.9
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
10.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
10.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
10.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
10.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
10.7
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
10.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
10.7
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
10.7
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
10.7
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
10.7
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
10.6
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
10.6
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
10.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
10.6
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
10.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
10.6
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
10.6
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
10.6
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
10.6
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
10.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
10.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
10.5
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
10.5
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
10.5
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
10.5
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
10.5
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
10.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
10.5
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
10.4
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
10.4
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
10.3
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
10.3
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
10.3
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
10.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
10.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
10.2
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
10.2
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
10.2
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.2
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
10.2
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
10.2
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.1
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
10.1
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
10.1
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.0
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
10.0
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
10.0
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
10.0
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
10.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
9.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
9.9
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
9.9
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
9.8
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
9.8
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
9.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.8
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
9.7
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
9.7
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
9.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
9.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
9.7
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
9.6
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
9.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
9.6
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
9.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
9.5
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
9.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
9.5
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
9.5
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
9.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
9.5
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
9.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
9.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
9.2
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
9.2
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
9.2
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
9.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
9.1
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
9.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
9.0
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
9.0
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
8.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
8.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
8.9
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
8.9
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
8.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.8
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
8.8
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.8
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
8.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
8.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
8.6
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
8.5
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
8.4
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
8.3
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.3
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
8.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
8.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
8.2
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
8.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
8.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
8.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
8.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
8.1
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
8.0
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
8.0
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
7.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
7.9
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
7.9
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
7.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
7.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
7.8
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
7.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
7.7
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.5
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
7.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
7.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
7.4
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
7.3
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
7.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
7.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
7.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
7.2
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
7.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
7.0
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
6.9
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
6.8
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
6.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
6.4
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
6.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
6.3
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
5.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
5.6
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
5.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
4.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCDC115 is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
25.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
49.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
46.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
43.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
43.0
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
41.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
40.3
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
40.3
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
39.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
38.4
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
38.1
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
37.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
36.0
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
35.8
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
35.4
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
34.5
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
34.5
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
34.1
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
32.6
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
32.6
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.6
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
32.5
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
32.3
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
31.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
30.5
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.4
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.8
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
29.6
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
29.0
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
28.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
27.2
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
26.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
26.6
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
26.4
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
26.1
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
26.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
25.7
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
25.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
24.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
24.6
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
24.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
24.2
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
24.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
24.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
24.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
23.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
23.2
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
22.9
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
22.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
21.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
21.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
21.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
21.4
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
21.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
21.0
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
20.9
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
20.8
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
20.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
20.8
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
20.6
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
20.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
20.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
20.2
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
19.6
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
19.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
19.2
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
19.1
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
18.9
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
18.6
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
18.5
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
18.5
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
18.3
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
18.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
17.7
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
17.6
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
17.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
17.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
17.2
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
16.6
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
16.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
16.1
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
15.8
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
15.7
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
14.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
13.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
11.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
7.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
CCDC115 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
12.0
Number of samples
207
Samples
Sample
Description
TPM
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
25.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
20.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
20.3
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
20.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
19.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
19.6
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.8
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
18.7
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
18.5
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
18.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
18.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
18.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
18.2
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
18.1
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
18.0
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.0
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
17.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
17.6
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
17.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
17.4
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
17.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
17.2
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
17.0
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
16.9
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
16.9
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
16.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
16.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.5
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
16.4
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.2
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.2
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
16.2
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
16.1
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
16.1
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
16.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
15.9
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
15.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
15.6
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
15.4
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
15.4
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
15.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
15.4
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
15.2
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.2
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
15.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
15.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
15.0
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
14.8
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
14.7
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
14.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
14.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
14.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
14.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
14.1
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
14.1
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
14.0
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.9
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.9
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
13.7
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
13.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
13.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
13.5
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
13.3
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
13.1
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
13.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.0
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
13.0
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
13.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
13.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
12.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
12.8
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
12.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
12.8
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
12.8
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
12.8
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
12.8
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
12.7
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
12.6
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.5
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
12.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
12.5
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
12.5
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
12.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
12.4
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
12.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
12.2
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
12.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
12.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
12.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
12.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
12.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
12.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
12.1
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
12.0
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
11.8
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
11.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
11.8
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
11.7
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
11.7
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
11.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
11.4
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
11.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
11.3
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.3
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.3
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
11.3
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
11.3
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
11.2
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
11.2
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
11.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
11.1
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
11.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
11.0
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
11.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
11.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
10.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.9
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
10.8
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
10.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
10.7
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
10.7
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
10.7
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
10.6
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
10.6
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
10.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
10.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.3
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
10.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
10.1
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
9.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
9.9
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
9.9
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
9.8
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
9.8
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
9.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
9.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.6
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
9.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
9.5
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
9.5
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
9.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
9.5
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
9.4
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
9.4
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.3
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
9.3
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
9.2
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.2
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
9.2
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
9.1
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
9.1
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
9.0
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
9.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
9.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.9
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
8.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
8.9
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
8.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
8.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
8.8
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
8.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
8.5
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
8.4
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
8.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
8.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
8.3
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
8.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
8.2
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
8.2
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
8.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
8.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
8.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
8.1
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
8.0
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
7.9
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
7.9
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
7.9
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
7.8
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
7.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
7.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
7.5
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
7.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
7.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
7.3
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
7.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
7.1
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
7.0
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
6.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
6.2
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
6.1
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
5.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
5.6
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
5.3
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
5.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
4.9
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
3.9
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
d80408d6-598d-4411-ab34-eb2545_D2
Normal
1.9
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
1.9
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
1.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
0.8
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.8
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
0.8
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
0.6
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
0.6
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
0.5
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
0.5
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.4
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.4
2666323d-522f-4f0a-823c-ff8866_D2
Normal
0.4
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
0.4
16ac8458-5200-4302-9ad0-b311df_D2
Normal
0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.4
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.3
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
0.3
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.3
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
0.3
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
0.3
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.2
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
0.2
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
0.2
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
0.2
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.2
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.2
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.2
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.2
c307b7b0-534a-45fa-a420-35f773_D2
Normal
0.2
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
0.2
41a04113-2061-4923-bca5-da586c_D2
Normal
0.2
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
0.2
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.2
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
b2400046-1d25-429d-a821-6040a6
Tumor
0.2
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.2
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.2
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.1
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.1
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.1
02cde0c0-6840-495b-9b11-007d82_D2
Normal
0.1
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
0.1
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
0.1
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
0.1
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
0.1
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.1
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
0.1
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.1
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
0.1
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.1
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
0.1
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.0
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
0.0
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
0.0
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.0
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
0.0
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.0
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
0.0
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
0.0
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.0
974e136f-7020-4a38-b9c1-094df9_D2
Normal
0.0
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
0d5554d1-1653-4589-a44f-43113e_D2
Normal
0.0
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.0
5e886f1c-8165-4232-9591-d80799_D2
Normal
0.0
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.0
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.0
bda3787a-1397-4716-bb17-4992a8_D2
Normal
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
0.0
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.0
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
0.0
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
0.0
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.0
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.0
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.0
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.0
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.0
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.1
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
-0.1
43192517-085e-450e-9481-0a6713_D3
Tumor
-0.1
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.1
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.1
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.1
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.2
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
-0.2
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.2
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.2
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.2
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
-0.2
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
-0.2
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.3
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.3
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.3
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
-0.3
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
-0.3
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-0.3
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
-0.3
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.3
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.4
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
-0.4
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
-0.4
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.4
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
-0.4
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.4
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.4
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.4
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.5
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
-0.5
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
-0.6
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.6
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
-0.6
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-0.7
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
-0.9
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
-1.3
411d9597-c785-4de5-b449-29a80d_D2
Normal
-1.4
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-1.5
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-1.6
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-1.7
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-1.8
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-2.1
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-3.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_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
