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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.
KCTD5 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
31.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
69.2
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
65.5
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
61.6
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
59.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
54.3
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
53.1
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
52.4
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
50.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
49.5
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
49.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
48.3
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
47.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
46.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
46.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
46.1
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
45.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
44.3
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
44.1
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
43.7
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
43.6
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
43.5
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
43.3
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
43.3
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
43.1
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
43.0
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
42.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
42.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
42.4
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
42.4
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
42.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
42.4
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
41.8
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
41.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
41.6
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
41.4
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
41.1
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
40.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
40.7
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
40.3
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
40.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
39.9
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
39.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
39.7
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
39.7
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
39.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
39.3
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
39.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
39.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
38.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
38.1
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
38.1
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
37.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
37.5
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
37.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
37.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
37.3
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
37.1
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
37.0
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
36.8
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
36.8
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
36.7
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
36.6
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
36.6
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
36.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
36.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
36.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
35.6
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
35.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
35.2
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
35.1
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
35.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
34.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
34.6
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
34.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
34.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
34.2
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
34.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
34.1
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
34.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
34.0
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
34.0
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
34.0
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
33.9
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
33.9
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
33.9
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
33.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
33.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.6
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
33.6
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
33.5
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
33.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
33.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
33.4
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
33.3
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
33.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
33.3
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
33.2
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
33.1
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
33.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
33.0
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
32.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
32.7
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
32.7
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
32.7
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
32.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
32.2
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
32.1
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
32.1
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
32.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
31.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
31.7
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
31.6
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
31.4
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
31.4
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
31.2
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
31.1
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
30.9
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
30.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
30.7
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
30.6
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
30.5
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
30.4
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
30.3
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
30.2
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
30.2
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
30.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
30.1
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
30.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
30.0
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
29.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
29.8
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
29.7
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
29.5
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
29.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
29.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
29.0
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
29.0
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
28.9
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
28.9
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
28.7
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
28.7
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
28.3
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
28.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
28.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
28.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
28.1
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
28.1
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
28.0
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
28.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
28.0
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
28.0
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
27.9
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
27.6
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
27.5
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
27.5
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.5
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
27.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
27.4
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
27.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
27.4
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
27.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
27.3
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
27.1
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
26.7
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
26.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
26.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
26.6
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.5
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
26.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
26.3
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
26.1
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
26.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
25.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
25.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
25.5
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
25.3
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
25.3
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
25.3
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
25.3
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.2
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
25.2
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
25.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
25.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
24.9
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
24.8
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
24.8
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
24.8
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
24.8
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
24.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
24.7
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
24.6
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
24.6
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
24.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
24.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
24.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
24.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
24.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
24.1
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
23.9
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
23.8
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
23.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
23.7
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
23.7
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
23.5
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
22.9
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
22.8
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
22.4
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
22.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
22.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
22.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
22.2
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
22.1
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
22.0
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
21.7
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
21.4
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
21.4
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
21.4
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
21.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
21.2
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
21.2
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
21.1
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
21.0
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
20.7
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
20.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
20.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
20.2
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
20.1
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
20.0
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
20.0
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
19.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
19.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
19.3
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
18.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
18.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
18.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
17.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
17.7
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
17.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
16.9
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
16.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
16.5
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
16.4
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
14.6
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
14.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
13.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 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.
KCTD5 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
31.0
Number of samples
486
Samples
Sample
Description
TPM
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
95.1
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
60.9
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
56.7
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
55.9
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
54.5
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
54.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
53.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
52.9
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
52.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
51.6
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
50.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
50.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
49.8
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
49.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
49.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
48.9
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
48.8
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
48.5
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
48.1
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
47.5
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
47.5
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
47.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
47.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
47.1
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
46.9
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
46.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
46.6
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
46.2
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
46.1
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
45.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
45.7
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
45.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
44.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
44.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
44.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
44.0
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
44.0
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
43.9
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
43.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
43.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
43.7
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
42.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
42.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
42.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
41.9
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
41.9
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
41.9
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
41.9
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
41.9
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
41.9
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
41.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
41.6
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
41.5
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
41.5
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
41.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
41.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
41.3
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
41.1
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
41.0
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
40.9
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
40.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
40.8
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.6
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
40.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
40.5
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
40.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
40.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
40.1
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
40.1
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
39.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
39.8
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
39.6
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
39.6
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
39.5
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
39.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
39.3
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
39.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
39.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
39.1
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
39.1
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
38.9
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
38.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
38.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
38.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
38.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
38.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
38.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
38.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
37.9
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
37.9
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
37.9
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
37.8
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
37.7
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
37.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
37.5
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
37.5
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
37.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
37.4
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
37.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
37.3
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
37.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
37.1
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
37.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
36.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
36.7
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
36.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
36.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
36.4
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
36.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
36.3
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
36.3
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
36.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
36.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
36.1
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
36.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
36.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
35.9
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
35.9
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
35.8
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
35.7
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
35.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
35.6
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
35.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
35.6
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
35.5
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
35.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
35.4
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
35.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
35.2
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
35.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
35.2
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
35.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
35.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
34.9
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
34.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
34.6
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
34.6
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
34.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
34.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
34.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
34.4
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
34.3
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
34.2
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
34.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
34.1
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
34.0
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
33.9
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
33.8
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
33.8
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
33.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
33.7
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
33.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
33.7
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
33.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
33.7
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.6
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
33.6
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
33.6
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
33.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
33.4
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
33.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
33.2
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
33.2
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
33.1
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
33.1
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
33.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.0
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
32.9
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
32.9
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
32.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
32.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
32.7
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
32.7
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
32.7
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
32.6
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
32.6
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
32.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
32.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
32.5
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
32.5
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
32.5
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
32.4
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
32.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
32.3
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
32.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
32.3
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
32.3
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
32.2
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
32.2
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
32.1
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
32.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
32.0
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
32.0
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
32.0
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
31.9
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
31.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
31.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
31.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
31.6
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
31.6
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
31.6
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.4
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
31.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.4
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
31.4
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
31.4
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
31.3
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
31.3
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
31.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
31.1
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
31.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
31.1
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
31.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
31.0
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
30.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
30.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
30.9
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
30.8
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
30.8
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
30.7
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
30.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
30.6
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
30.6
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
30.6
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
30.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
30.6
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
30.5
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
30.5
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
30.5
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
30.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
30.3
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
30.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
30.3
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
30.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
30.2
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.2
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
30.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
30.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
29.9
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
29.9
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
29.8
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
29.8
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
29.8
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
29.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
29.8
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.8
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
29.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
29.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
29.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
29.4
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
29.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
29.3
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
29.2
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
29.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
29.2
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
29.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
29.1
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
29.1
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
29.1
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
29.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
29.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
28.9
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
28.9
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
28.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
28.7
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
28.7
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
28.6
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.6
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.5
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.5
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
28.4
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
28.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
28.3
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
28.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
28.3
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
28.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.2
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
28.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
28.2
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
28.2
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
28.2
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
28.2
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
28.1
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
28.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
28.0
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
28.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
28.0
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
28.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
27.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
27.8
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
27.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
27.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
27.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.7
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
27.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
27.6
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
27.6
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
27.6
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
27.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
27.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
27.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
27.5
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
27.4
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
27.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
27.3
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
27.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.3
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
27.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
27.3
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
27.3
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
27.2
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
27.2
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
27.0
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
26.8
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
26.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
26.8
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
26.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
26.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
26.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
26.7
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
26.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
26.6
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
26.6
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
26.5
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.5
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
26.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
26.5
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
26.5
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
26.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
26.4
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
26.4
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
26.4
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
26.3
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.3
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
26.2
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
26.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
26.2
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
26.1
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
26.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
26.0
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
25.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
25.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.8
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
25.8
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
25.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
25.7
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
25.6
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
25.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
25.6
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
25.6
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
25.5
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
25.5
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
25.5
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
25.4
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
25.4
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
25.2
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
25.2
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
25.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
25.1
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
25.0
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
25.0
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
25.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
24.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
24.9
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
24.8
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
24.6
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
24.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
24.6
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
24.5
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.5
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
24.5
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.5
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
24.4
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
24.4
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
24.3
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
24.2
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
24.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
24.1
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
24.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
24.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
24.0
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
24.0
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
24.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
23.9
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
23.9
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
23.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
23.9
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
23.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
23.8
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
23.8
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
23.6
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
23.6
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
23.5
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.4
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
23.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
23.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
23.3
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
23.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
23.2
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
23.1
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
23.0
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
22.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.5
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.5
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
22.4
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
22.3
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.3
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
22.3
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
22.3
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
22.2
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
22.2
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
22.0
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
22.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
21.9
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.9
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
21.8
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
21.7
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
21.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
21.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
21.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.5
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
21.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.4
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
21.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
21.2
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
21.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.2
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
21.2
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
21.0
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
20.8
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.8
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.7
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
20.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
20.6
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
20.5
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.4
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
20.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
20.2
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
20.2
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
20.2
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
20.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
19.9
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
19.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
19.8
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
19.5
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
19.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.1
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
19.0
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
19.0
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
18.2
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.1
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
18.0
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.8
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
17.6
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
17.4
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
17.3
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
17.2
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
17.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
16.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.6
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.5
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
16.5
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
14.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
12.8
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
12.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
9.2
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
1.6
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.
KCTD5 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
30.8
Number of samples
88
Samples
Sample
Description
TPM
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
75.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
50.1
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
49.3
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
48.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
45.8
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
45.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
45.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
44.9
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
43.4
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
42.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
42.2
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
41.6
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
41.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
39.2
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
38.9
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
38.6
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
38.6
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
38.4
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
38.2
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
38.0
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
37.0
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
37.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
36.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
36.2
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
36.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
35.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
35.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
35.1
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
34.8
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
34.5
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
33.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
33.3
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
33.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
33.0
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
32.8
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
32.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
32.2
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
31.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
31.8
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
31.4
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
30.8
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
30.7
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
30.6
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
30.5
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
30.3
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
30.3
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
30.3
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
29.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
29.5
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
29.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
28.9
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
28.8
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
28.7
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
28.5
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
28.2
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
28.1
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
27.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
26.5
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
25.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
25.5
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
24.9
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
24.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
24.6
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
24.5
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
24.2
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
24.0
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
23.9
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
23.3
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
22.8
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
22.4
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
22.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
21.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
21.5
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
20.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
20.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.0
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
18.2
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
17.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
17.5
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
17.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
16.9
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
15.7
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
15.0
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
15.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
14.5
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.
KCTD5 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
27.7
Number of samples
207
Samples
Sample
Description
TPM
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
72.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
66.6
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
53.5
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
50.7
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
50.6
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
49.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
47.7
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
45.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
43.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
43.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
43.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
42.7
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
42.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
41.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
41.4
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
41.2
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
41.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
40.5
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
40.5
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
40.1
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
39.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
38.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
38.1
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
37.4
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
36.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
36.7
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
36.2
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
36.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
35.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
35.5
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
35.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
35.1
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
35.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
34.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
34.7
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
34.4
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
34.4
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
34.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
34.3
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
34.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
33.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
33.9
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
33.8
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
33.7
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
33.5
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
33.3
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
32.9
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
32.9
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
32.9
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
32.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
32.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
32.6
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
32.4
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
32.0
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
31.5
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
31.4
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
31.3
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
31.2
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
30.5
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
30.4
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
30.4
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
30.3
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
30.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
30.2
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
30.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
29.9
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
29.9
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
29.7
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
29.6
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
29.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
29.4
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
29.3
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
29.2
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
29.2
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
29.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
29.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.0
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
29.0
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
28.9
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
28.7
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
28.6
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
28.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
28.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
28.6
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
28.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
28.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
28.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
27.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
27.9
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
27.9
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
27.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.8
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
27.7
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
27.5
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
27.3
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
27.3
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
27.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
27.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
27.1
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
27.0
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.8
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
26.8
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
26.7
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
26.7
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.9
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
25.8
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
25.8
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
25.8
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
25.8
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.7
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.6
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
25.5
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
25.3
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
25.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
25.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
24.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
24.9
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
24.9
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
24.8
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
24.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
24.7
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.5
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
24.4
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
24.4
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
24.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
24.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
24.1
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
24.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
24.0
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.9
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
23.8
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
23.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
23.8
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.7
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
23.6
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
23.4
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
23.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
23.3
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
23.3
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.1
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
23.0
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
23.0
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
23.0
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
22.6
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
22.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
22.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
22.3
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
22.3
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
22.2
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
21.7
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
21.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
21.6
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.6
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
21.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.6
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
21.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
21.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
21.2
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
21.0
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
20.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
20.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
20.5
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
20.4
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
20.3
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
20.2
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
20.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
20.0
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
19.8
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
19.7
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
19.5
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
19.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.3
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
19.3
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
18.7
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
18.6
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
18.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
18.3
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
18.3
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
18.2
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
18.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
18.1
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
17.8
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
17.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
17.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
17.2
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
17.0
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
16.6
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
15.5
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
15.4
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
15.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
15.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.4
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
14.4
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
13.6
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
13.1
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
10.5
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
10.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
5.7
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
