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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.
SKIC8 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
42.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
121.4
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
85.4
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
82.2
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
77.1
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
76.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
75.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
74.3
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
71.6
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
69.5
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
67.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
67.8
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
67.2
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
66.6
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
66.1
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
64.6
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
64.3
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
61.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
61.6
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
61.4
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
61.3
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
61.2
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
61.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
60.5
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
60.0
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
59.3
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
58.6
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
58.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
58.4
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
58.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
58.3
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
57.3
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
57.0
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
56.9
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
56.8
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
56.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
56.1
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
56.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
55.9
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
55.6
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
55.5
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
55.2
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
55.1
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
54.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
54.6
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
54.1
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
53.6
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
53.5
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
53.4
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
52.6
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
52.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
51.8
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
51.7
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
51.6
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
51.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
51.1
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
51.0
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
50.8
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
50.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
50.4
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
50.4
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
50.3
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
50.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
50.2
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
50.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
49.5
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
49.2
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
49.1
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
49.0
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
49.0
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
49.0
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
49.0
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
49.0
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
48.6
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
48.5
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
48.3
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
48.1
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
48.0
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
47.8
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
47.7
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
47.6
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
47.1
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
47.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
46.8
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
46.6
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
46.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
46.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
46.0
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
45.9
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
45.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
45.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
45.6
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
45.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
45.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
45.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
45.2
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
45.1
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
45.0
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
44.9
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
44.8
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
44.7
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
44.7
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
44.6
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
44.3
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
44.3
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
44.1
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
44.0
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
43.9
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
43.9
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
43.7
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
43.5
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
43.4
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
43.4
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
43.1
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
42.9
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
42.8
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
42.6
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
42.6
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
42.5
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
42.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
42.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
42.0
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
42.0
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
41.9
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
41.8
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
41.6
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
41.6
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
41.5
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
41.3
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
41.3
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
41.2
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
41.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
41.2
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
41.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
40.9
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
40.8
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
40.7
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
40.7
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
40.5
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
40.5
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
40.4
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
40.4
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
40.3
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
40.0
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
39.9
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
39.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
39.8
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
39.7
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
39.6
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
39.3
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
39.3
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
39.3
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
39.2
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
39.2
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
39.1
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
38.5
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
38.5
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
38.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
38.3
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
38.1
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
37.6
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
37.2
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
37.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
37.1
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
37.1
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
37.1
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
36.9
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
36.9
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
36.5
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
36.3
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
36.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
36.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
36.1
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
35.9
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
35.9
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
35.8
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
35.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
35.5
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
35.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
35.4
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
35.1
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.0
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
34.7
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
34.7
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
34.5
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
34.4
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
34.1
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
33.9
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
33.9
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
33.9
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
33.7
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
33.7
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
33.5
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
33.3
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
32.9
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
32.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
32.8
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
32.6
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
32.5
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
32.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
31.9
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
31.8
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
31.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
31.8
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
31.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
31.2
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
31.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
30.9
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
30.8
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
30.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
30.8
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
30.5
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
30.5
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
30.4
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
30.1
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
30.0
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
29.9
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
29.8
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
29.5
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
29.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
29.2
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
29.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
29.0
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
29.0
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
28.9
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
28.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
28.7
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
28.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
28.3
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
28.2
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
28.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
27.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
27.6
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
27.6
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
27.2
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
27.0
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
26.9
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
26.7
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
26.3
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
25.8
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
25.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
24.6
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
24.5
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
24.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
24.5
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
24.1
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
23.9
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
21.3
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
20.6
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
20.3
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.1
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
18.5
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
18.2
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
15.6
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 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.
SKIC8 is potential prognostic, high expression is favorable 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
22.7
Number of samples
486
Samples
Sample
Description
TPM
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
52.5
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
49.1
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
48.8
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
48.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
47.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
40.0
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
36.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
36.3
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
36.3
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
36.2
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
35.9
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
35.8
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
35.7
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
35.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.4
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
35.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
34.6
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
33.8
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
33.2
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
33.1
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
33.0
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
32.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
32.7
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
32.7
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
32.7
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
32.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
32.5
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
32.5
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
32.4
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
32.3
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
32.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
32.0
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
31.8
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
31.7
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
31.6
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
31.6
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
31.4
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
31.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
30.8
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
30.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
30.5
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
30.4
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
30.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.3
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
30.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.2
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
30.1
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
30.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
29.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.8
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.6
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
29.6
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
29.4
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
29.4
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
29.3
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
29.2
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
29.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
29.0
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
28.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
28.9
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
28.8
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
28.6
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
28.6
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
28.6
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
28.4
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
28.4
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
28.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
28.3
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
28.3
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.2
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
28.2
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
28.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
28.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
28.0
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
28.0
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
27.9
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
27.8
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
27.8
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
27.8
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
27.8
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.8
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
27.8
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
27.7
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
27.7
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
27.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
27.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
27.6
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
27.6
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
27.6
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
27.3
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
27.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
27.2
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
27.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.1
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.0
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
27.0
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
27.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
27.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
27.0
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.9
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
26.9
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
26.9
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
26.9
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
26.9
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
26.9
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
26.8
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
26.7
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
26.7
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
26.7
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
26.7
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
26.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
26.6
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
26.6
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
26.6
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
26.5
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
26.5
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.4
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
26.4
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
26.4
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
26.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
26.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
26.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
26.3
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
26.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.1
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
26.1
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
26.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
26.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
25.9
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
25.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
25.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
25.6
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
25.6
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
25.5
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
25.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
25.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
25.3
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
25.2
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
25.2
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.2
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
25.1
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.1
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
25.1
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
25.1
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
25.0
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
25.0
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
24.9
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
24.9
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
24.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
24.8
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
24.8
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
24.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
24.7
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
24.7
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
24.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
24.5
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
24.5
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
24.4
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
24.4
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
24.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
24.3
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
24.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
24.3
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
24.2
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
24.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
24.1
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.1
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
24.1
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
24.0
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
24.0
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
24.0
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
24.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
24.0
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
24.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
23.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
23.8
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
23.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
23.8
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
23.8
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.7
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
23.7
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.7
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
23.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
23.6
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
23.6
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
23.6
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
23.6
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.5
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
23.5
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.4
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
23.4
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
23.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
23.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
23.4
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
23.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
23.2
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
23.2
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
23.2
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.2
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
23.2
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
23.1
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
23.1
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
23.1
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
23.1
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
23.1
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
23.0
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
23.0
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
23.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
22.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
22.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
22.9
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.9
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
22.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
22.9
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
22.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
22.7
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
22.7
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
22.7
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.7
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
22.7
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
22.7
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
22.6
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
22.6
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
22.6
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
22.5
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
22.5
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
22.4
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
22.4
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
22.4
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
22.4
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
22.4
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
22.4
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
22.3
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
22.3
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
22.3
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
22.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
22.1
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
22.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.0
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
22.0
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
22.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.0
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
21.9
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
21.9
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
21.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
21.9
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
21.8
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
21.8
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
21.8
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.8
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
21.7
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
21.7
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
21.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
21.6
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
21.6
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
21.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
21.6
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
21.6
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
21.6
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
21.5
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
21.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
21.4
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
21.4
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
21.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
21.4
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
21.4
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
21.4
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
21.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
21.4
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
21.3
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
21.3
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
21.3
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
21.3
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
21.2
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
21.2
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.2
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
21.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
21.1
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
21.1
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
21.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
21.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
21.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
21.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
21.0
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
20.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
20.9
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
20.9
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
20.9
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
20.8
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
20.8
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
20.8
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
20.8
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
20.8
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
20.8
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
20.8
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
20.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
20.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.7
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
20.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
20.5
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
20.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
20.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
20.3
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.3
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
20.3
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.3
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
20.2
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
20.2
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
20.2
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
20.2
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
20.1
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
20.1
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
20.1
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
20.1
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
20.1
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
20.1
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
20.1
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
20.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
20.1
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
20.1
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
20.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
20.0
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
20.0
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.9
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
19.9
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
19.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
19.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.7
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
19.7
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
19.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
19.6
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
19.6
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
19.6
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
19.6
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.5
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
19.5
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
19.5
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
19.4
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
19.3
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
19.3
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
19.3
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
19.2
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
19.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
19.0
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
19.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
19.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
19.0
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
19.0
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
18.9
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.9
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
18.9
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
18.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
18.8
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
18.7
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.7
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
18.7
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
18.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
18.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
18.6
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
18.6
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
18.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
18.5
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
18.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
18.5
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
18.4
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
18.4
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
18.4
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
18.3
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
18.3
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
18.3
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
18.1
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.1
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
18.0
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
17.9
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
17.9
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
17.9
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
17.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
17.8
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
17.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
17.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
17.6
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
17.6
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
17.5
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
17.5
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
17.5
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.4
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
17.4
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
17.4
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
17.4
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
17.4
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
17.3
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
17.3
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
17.2
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
17.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
17.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
16.9
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
16.9
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
16.8
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
16.8
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
16.7
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
16.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
16.7
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
16.6
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
16.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
16.6
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
16.6
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
16.5
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
16.5
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
16.5
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.5
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
16.4
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
16.4
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
16.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.1
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
16.0
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
15.9
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
15.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.7
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.7
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
15.7
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
15.7
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
15.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
15.5
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.5
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
15.4
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
15.4
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
15.4
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
15.2
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
15.1
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
15.1
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
15.1
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
15.1
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
15.1
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
14.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
14.7
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
14.7
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
14.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
14.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
14.2
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
14.2
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
14.1
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
14.0
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
14.0
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
13.6
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
13.6
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
13.4
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
13.3
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.3
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
13.2
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
13.1
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
12.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
12.1
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.8
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
11.4
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
11.4
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
11.3
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
11.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
10.7
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
10.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
9.5
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
9.1
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
8.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
8.4
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.4
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SKIC8 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
42.7
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
102.6
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
79.1
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
71.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
66.4
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
65.7
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
65.4
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
64.7
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
63.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
60.6
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
60.5
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
59.6
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
58.8
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
57.8
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
57.2
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
56.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
56.6
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
56.6
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
54.7
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
52.5
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
51.9
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
51.7
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
50.4
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
49.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
49.3
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
49.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
48.7
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
48.3
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
47.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
47.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
47.3
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
47.2
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
46.7
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
46.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
46.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
46.6
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
45.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
44.8
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
44.3
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
43.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
43.1
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
42.3
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
41.9
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
41.7
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
41.4
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
41.4
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
41.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
41.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
40.9
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
40.9
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
40.7
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
40.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
39.7
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
39.7
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
39.7
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
39.3
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
39.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
37.0
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
36.8
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
36.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
36.7
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
35.9
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
35.2
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
35.1
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
35.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
34.2
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
33.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
33.7
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
32.8
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
32.4
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
32.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
31.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
30.4
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
30.0
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
28.8
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
27.9
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
27.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
25.4
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
25.1
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
23.7
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
22.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
22.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
21.3
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
20.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
19.8
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
11.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
10.5
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.
SKIC8 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
21.0
Number of samples
207
Samples
Sample
Description
TPM
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
53.6
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
44.6
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
39.7
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
39.6
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
36.8
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
36.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
34.6
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
33.9
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
32.8
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
32.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
31.7
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
31.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
31.3
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
31.2
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
30.7
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
30.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
30.4
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
30.1
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
29.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
29.3
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
29.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
28.9
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.8
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
28.7
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
28.5
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
28.3
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
28.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
27.5
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
27.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
27.3
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
27.3
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
27.2
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.1
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
27.0
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
26.7
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
26.0
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
25.9
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
25.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
25.6
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
25.5
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
25.5
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
25.4
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
25.3
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
25.2
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
25.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
25.1
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
25.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
25.0
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
24.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
24.6
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
24.4
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
24.4
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
24.3
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.3
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
24.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
24.1
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
24.1
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
24.1
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
23.6
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
23.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
23.6
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
23.3
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.3
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
23.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.2
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
23.2
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
23.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.0
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.9
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
22.7
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
22.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
22.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
22.2
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
22.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
22.2
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
22.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
22.1
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
22.0
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
21.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
21.9
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
21.8
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
21.5
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.5
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.3
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
21.3
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
21.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
21.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
21.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
20.9
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
20.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
20.8
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
20.6
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
20.5
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
20.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
20.5
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.4
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
20.4
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
20.2
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
20.2
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
20.1
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
20.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
19.9
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
19.9
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
19.8
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
19.6
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
19.3
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
19.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
19.2
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
19.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
19.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
18.7
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
18.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.7
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
18.7
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
18.6
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
18.6
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.5
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.5
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
18.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
18.5
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
18.4
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
18.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
18.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
18.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
18.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
18.2
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
18.1
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
17.8
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
17.7
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.7
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
17.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
17.4
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
17.2
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
17.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
17.2
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.2
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
17.1
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.1
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
17.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
17.0
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
16.9
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
16.9
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
16.9
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
16.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
16.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
16.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
16.7
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
16.6
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.5
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
16.4
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
16.2
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
16.1
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
16.0
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
16.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
16.0
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
16.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
15.9
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
15.9
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
15.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
15.8
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
15.7
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
15.7
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
15.5
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
15.4
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
15.4
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
15.4
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
15.3
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.2
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
15.0
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
15.0
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
15.0
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
15.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.0
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
15.0
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
14.7
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
14.7
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
14.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.4
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.3
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.2
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.1
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
14.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
14.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
13.9
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
13.9
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.7
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.4
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.2
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
13.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
12.8
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
12.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.6
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
11.5
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
11.3
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
11.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
11.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
10.7
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
9.6
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
8.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
8cc7e656-0152-4359-8566-0581c3
Tumor
N/A
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
N/A
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
N/A
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
N/A
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
963fc8db-f412-4427-a198-23f660_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
N/A
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
N/A
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
N/A
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
82157a70-12f1-4913-b548-d98881_D2
Normal
N/A
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
2b810478-7956-4a8b-870d-184859_D2
Tumor
N/A
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
N/A
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
N/A
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
N/A
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
N/A
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
N/A
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
N/A
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
N/A
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
3a17283c-a0f4-4514-956b-080d11_D2
Normal
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
N/A
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
N/A
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
N/A
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
b3696374-c6c0-49dd-833e-596e26_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
43192517-085e-450e-9481-0a6713_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
N/A
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
N/A
359f5c81-2575-497e-8630-e4866f_D2
Normal
N/A
da747cee-5026-4923-af63-ad9f81_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
348f6009-e1be-44d2-a093-9ca844_D2
Normal
N/A
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
N/A
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
N/A
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
N/A
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
N/A
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
N/A
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
