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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.
SMCO4 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
38.8
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
168.0
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
116.5
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
106.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
96.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
87.8
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
85.1
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
81.5
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
80.3
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
78.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
76.0
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
74.5
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
73.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
73.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
72.0
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
71.5
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
71.3
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
66.2
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
66.0
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
65.3
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
64.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
63.7
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
63.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
63.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
63.0
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
62.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
61.0
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
59.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
59.5
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
59.3
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
58.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
58.3
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
57.2
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
56.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
56.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
55.7
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
55.6
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
55.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
54.7
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
54.7
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
54.3
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
53.4
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
53.2
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
53.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
52.7
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
52.7
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
52.6
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
52.1
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
51.5
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
51.1
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
51.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
51.1
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
50.7
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
50.4
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
50.4
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
50.1
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
48.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
48.3
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
48.0
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
47.4
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
47.2
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
47.0
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
47.0
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
46.8
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
46.6
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
46.4
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
46.3
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
45.8
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
45.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
45.2
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
44.6
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
44.4
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
44.2
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
44.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
43.7
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
43.4
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
43.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
43.0
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
42.6
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
42.5
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
42.3
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
42.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
41.7
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
41.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
41.6
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
41.4
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
41.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
40.9
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
40.8
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
40.7
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
40.6
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
40.5
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
40.4
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
40.4
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
40.2
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
40.2
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
40.0
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
40.0
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
40.0
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
39.9
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
39.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
39.5
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
39.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
39.1
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
38.9
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
38.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
38.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
38.2
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
38.2
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
37.6
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
37.6
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
37.4
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
37.2
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
37.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
37.1
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
37.1
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
37.0
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
36.9
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
36.7
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
36.4
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
36.0
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
36.0
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
36.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
35.8
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
35.8
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
35.5
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
35.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
35.4
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
35.2
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
34.9
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
34.9
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
34.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
34.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
34.7
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
34.1
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
33.9
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
33.8
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
33.8
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
33.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
33.7
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
33.4
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
33.3
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
33.2
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
33.1
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
33.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
33.0
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
33.0
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
32.9
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
32.6
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
32.6
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
32.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
31.9
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
31.8
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
31.7
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
31.7
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
31.6
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
31.3
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
31.3
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
31.2
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
31.0
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
30.9
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
30.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
30.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
30.6
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
30.0
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
29.7
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
29.4
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
29.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
29.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
28.9
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
28.8
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
28.7
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
28.7
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
28.6
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
28.4
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
28.4
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
28.2
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
28.1
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
28.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
27.9
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
27.8
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
27.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
27.5
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
27.3
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
27.2
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
27.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
26.9
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
26.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
26.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
26.5
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
26.3
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
26.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
25.8
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
25.8
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
25.8
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
25.6
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
25.5
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
25.4
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
25.4
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
25.2
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
25.0
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
24.7
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
24.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
24.4
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
24.3
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
24.2
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
23.9
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
23.9
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
23.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
23.9
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
23.8
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
23.4
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
23.3
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
23.3
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.2
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
23.0
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
22.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
22.8
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
22.6
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
22.3
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
22.3
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
22.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
22.0
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
21.7
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
21.1
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
21.0
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
20.9
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
20.8
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
20.4
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
20.4
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
20.1
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
20.1
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
19.9
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
19.7
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
19.7
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
19.1
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
18.8
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
18.8
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
18.4
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
18.3
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
17.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
17.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
16.9
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
16.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
16.0
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
16.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
15.8
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
15.8
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
15.7
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
14.5
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
14.3
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
13.1
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
11.4
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 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.
SMCO4 is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
21.0
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
69.9
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
62.2
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
55.6
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
52.5
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
50.1
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
45.5
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
44.2
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
44.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
43.9
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
43.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
43.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
43.1
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
40.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
40.2
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
40.0
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
38.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
37.5
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
37.2
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
37.1
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
36.7
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
36.7
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
36.5
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
36.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
36.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
35.6
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
35.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
35.3
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
35.2
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
34.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
34.5
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
34.4
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
34.0
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
33.9
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
33.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
33.7
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
33.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
33.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
33.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
32.8
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
32.8
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
32.7
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
32.7
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
32.6
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
32.4
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
32.3
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
32.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
31.7
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
31.7
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
31.6
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
31.5
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
31.1
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
31.0
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
30.9
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
30.7
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
30.5
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
30.3
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
30.2
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
30.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
30.2
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
30.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
30.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
29.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
29.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
29.4
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
29.4
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
29.3
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
29.3
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
29.3
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
29.1
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
29.1
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.0
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
29.0
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
29.0
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
28.8
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
28.8
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
28.7
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
28.7
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
28.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
28.4
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
28.4
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
28.3
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
28.3
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
28.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
28.1
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
28.0
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
27.9
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
27.9
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
27.7
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
27.6
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
27.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
27.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
27.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
27.6
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
27.6
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
27.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
27.3
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
27.3
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
27.3
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
27.2
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
27.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
27.1
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
27.1
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
27.0
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
26.9
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
26.9
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
26.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
26.8
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
26.7
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
26.6
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
26.6
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
26.5
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
26.5
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
26.4
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
26.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
26.2
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
26.1
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
26.1
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
25.9
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
25.9
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
25.9
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
25.8
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
25.7
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
25.7
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
25.7
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
25.7
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
25.7
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
25.6
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
25.5
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
25.4
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
25.3
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
25.3
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
25.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
25.2
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
25.1
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
24.9
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
24.9
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
24.7
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
24.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
24.7
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
24.7
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
24.4
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
24.3
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
24.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
24.2
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
24.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
24.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
24.0
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
24.0
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
23.9
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
23.9
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
23.7
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
23.6
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
23.6
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
23.6
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
23.6
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
23.6
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
23.6
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
23.5
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
23.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
23.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
23.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
23.4
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
23.4
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
23.4
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
23.3
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
23.3
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
23.3
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
23.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
23.2
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
23.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
23.2
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.9
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
22.8
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
22.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
22.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
22.7
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
22.7
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
22.7
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
22.6
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
22.6
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
22.6
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
22.6
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
22.6
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
22.6
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
22.6
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.5
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
22.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
22.4
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.3
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
22.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
22.3
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
22.3
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
22.3
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.2
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
22.2
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
22.2
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.2
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
22.1
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
22.1
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
22.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
22.0
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
22.0
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.8
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
21.8
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
21.8
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.7
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.7
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
21.5
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
21.3
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
21.3
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
21.3
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
21.2
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
21.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
20.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
20.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
20.8
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
20.8
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
20.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
20.7
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
20.7
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
20.7
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
20.6
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
20.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
20.6
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
20.5
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
20.4
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
20.4
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
20.4
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
20.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
20.4
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
20.3
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
20.3
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
20.2
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
20.2
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
20.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
20.1
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
20.1
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.1
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
20.1
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.0
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
20.0
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.0
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
20.0
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
20.0
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
20.0
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.0
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
19.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.9
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.9
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.8
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
19.8
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
19.7
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
19.6
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
19.6
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
19.6
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
19.5
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
19.5
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
19.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
19.5
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
19.4
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
19.3
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
19.3
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
19.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
19.2
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
19.1
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.1
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
19.0
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
18.9
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
18.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
18.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
18.9
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
18.8
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
18.8
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
18.7
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
18.6
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
18.6
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
18.5
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
18.5
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
18.5
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
18.3
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
18.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
18.3
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
18.3
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
18.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
18.3
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
18.3
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.3
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.2
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.2
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
18.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
18.1
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.0
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
17.9
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
17.9
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
17.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.8
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
17.8
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
17.8
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
17.7
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
17.7
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
17.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
17.6
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
17.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
17.5
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
17.5
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.4
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
17.3
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
17.3
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.3
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
17.3
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
17.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
17.1
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
17.1
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
17.1
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
17.1
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
17.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.0
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
17.0
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
16.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
16.8
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
16.8
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
16.6
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.6
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
16.6
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
16.6
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
16.5
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
16.4
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
16.4
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
16.4
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
16.4
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.3
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
16.3
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
16.3
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
16.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
16.3
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
16.3
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
16.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
16.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
16.2
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
16.2
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
16.1
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
16.1
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
16.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.0
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
16.0
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
16.0
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
16.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.9
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
15.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
15.6
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
15.5
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
15.4
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
15.4
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
15.3
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
15.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
15.2
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
15.2
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
15.2
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
15.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
15.1
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
15.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
14.9
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
14.9
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
14.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
14.9
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
14.8
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
14.8
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
14.8
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.7
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
14.7
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.7
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
14.7
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
14.6
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
14.6
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
14.6
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
14.6
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.5
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
14.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
14.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
14.1
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
14.1
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
14.0
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
13.9
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
13.9
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
13.9
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
13.7
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
13.7
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
13.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
13.7
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
13.6
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.5
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
13.4
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
13.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
13.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
13.2
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
13.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
13.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
13.1
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
13.0
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
12.9
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
12.9
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
12.9
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.9
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
12.9
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
12.8
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
12.8
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
12.7
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
12.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
12.7
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
12.6
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
12.5
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
12.5
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
12.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
12.3
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
12.2
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
12.2
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
12.2
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
12.1
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
12.1
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
12.1
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
12.1
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
12.1
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
12.0
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
11.9
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
11.7
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
11.6
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
11.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
11.6
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
11.3
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
11.3
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
11.2
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
11.1
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
11.1
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
11.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
10.8
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
10.7
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
10.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
10.5
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
10.4
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
10.2
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
10.2
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
10.1
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
10.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
10.1
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
10.0
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
9.9
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
9.9
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
9.8
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
9.7
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.6
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
9.4
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
9.4
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
9.3
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
9.1
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
9.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
9.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
8.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
8.4
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
8.4
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
8.3
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
8.2
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
7.8
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
7.6
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
7.4
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
7.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
6.9
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
6.8
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.6
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
6.1
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
5.9
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
5.5
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
5.2
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
4.5
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
0.8
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.
SMCO4 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
34.0
Number of samples
88
Samples
Sample
Description
TPM
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
71.5
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
71.1
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
70.8
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
70.0
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
67.5
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
57.9
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
57.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
52.1
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
51.1
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
50.0
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
48.6
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
48.4
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
48.1
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
47.5
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
47.3
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
46.2
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
45.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
45.3
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
45.3
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
43.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
43.1
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
40.4
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
40.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
39.8
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
38.0
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
37.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
37.2
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
36.6
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
36.1
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
35.9
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
35.9
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
34.6
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
34.2
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
33.8
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
33.7
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
33.7
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
33.6
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
33.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
33.4
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
33.3
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
33.3
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
32.7
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
32.0
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
31.8
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
31.4
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
30.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
30.0
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
29.9
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
29.8
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
29.7
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
29.5
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
29.2
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
29.2
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
28.6
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
28.6
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
28.4
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
28.1
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
28.0
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
27.8
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
27.7
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
27.4
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
26.1
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
26.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
25.7
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
25.6
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
25.0
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
24.9
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
24.8
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
24.7
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
23.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
23.4
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
23.3
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
22.8
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
22.5
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
21.7
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
21.2
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
21.1
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
21.0
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
20.4
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
20.0
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
16.5
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
15.5
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
15.0
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
12.6
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
12.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
10.3
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 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.
SMCO4 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
19.1
Number of samples
207
Samples
Sample
Description
TPM
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
49.7
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
47.9
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
45.8
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
43.4
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.9
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
40.1
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
37.6
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
34.3
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
33.2
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
31.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
31.5
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
31.1
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
31.0
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
30.3
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
30.3
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
30.1
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
30.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
30.0
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
29.6
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
29.3
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
29.2
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
28.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.1
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
28.0
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
27.7
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
27.4
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
27.3
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
27.3
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
27.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
26.9
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
26.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
26.2
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
26.1
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
26.1
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
26.1
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
26.1
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
25.9
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
25.8
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
25.7
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
25.3
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
25.3
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
25.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.1
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
25.1
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
25.1
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
24.9
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
24.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
24.7
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
24.6
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
24.3
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.3
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
24.1
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
23.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
23.8
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
23.8
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
23.7
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
23.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
23.5
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
23.3
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
23.2
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
23.0
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.5
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
22.4
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
22.4
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
22.3
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
22.1
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
22.1
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
22.1
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.0
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
21.6
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
21.4
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
21.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
21.2
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
21.1
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
21.0
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
20.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
20.8
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
20.4
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
20.1
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
20.0
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
19.8
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
19.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
19.6
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
19.5
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.3
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
19.3
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
19.2
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
19.1
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
19.0
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
18.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
18.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.6
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.6
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
18.6
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
18.5
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
18.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
18.1
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
18.1
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
18.0
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
17.9
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
17.9
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
17.8
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
17.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
17.7
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
17.7
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
17.7
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
17.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
17.4
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
17.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
17.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
17.1
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
17.1
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
17.0
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
17.0
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
16.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
16.7
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
16.6
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
16.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
16.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
16.4
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
16.3
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
16.3
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
16.1
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
16.0
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
16.0
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
16.0
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
16.0
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
15.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
15.4
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
15.4
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
15.2
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
15.2
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
15.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
15.0
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
15.0
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
14.9
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
14.8
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
14.8
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
14.3
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
14.3
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
14.2
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
14.1
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
14.1
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
14.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
13.8
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.8
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
13.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
13.7
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.6
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
13.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
13.5
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
13.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
13.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
13.4
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
13.3
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.3
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
13.2
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.1
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
13.0
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
13.0
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
12.8
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
12.7
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
12.6
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
12.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
12.5
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
12.4
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
12.3
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
12.3
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
12.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.1
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.9
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
11.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
11.7
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
11.6
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
11.6
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
11.5
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
11.5
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
11.4
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
11.3
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
11.2
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
11.2
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
11.1
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
10.9
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
10.8
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
10.7
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
10.5
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
10.3
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
10.3
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
8.9
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
8.9
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
8.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
8.5
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
8.5
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
8.3
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
8.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
8.0
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
7.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
7.3
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
7.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
6.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
6.1
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
6.0
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
5.9
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
4.0
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
348f6009-e1be-44d2-a093-9ca844_D2
Normal
2.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
2.0
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
1.5
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
1.4
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
1.3
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
1.3
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
1.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
1.1
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
1.1
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
1.0
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
1.0
963fc8db-f412-4427-a198-23f660_D2
Normal
0.9
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
0.9
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.9
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.9
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.8
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.8
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.8
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.8
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.8
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
0.7
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.7
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
0.6
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.6
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.6
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.6
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.6
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
0.5
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.4
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
0.4
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
0.3
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
0.3
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.2
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
0.1
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.1
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.1
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.1
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
0.1
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.1
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.0
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.0
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.0
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
-0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
-0.1
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
-0.1
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
-0.1
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
-0.2
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.2
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
-0.2
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-0.2
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.3
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
-0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.3
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.3
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
-0.3
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
-0.3
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
-0.3
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
-0.4
359f5c81-2575-497e-8630-e4866f_D2
Normal
-0.4
a243b765-61ab-4aa6-88e1-226896_D2
Normal
-0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.4
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.4
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.5
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.5
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.5
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.5
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.5
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
-0.6
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.6
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.6
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
-0.6
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
-0.6
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.7
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
-0.7
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
-0.7
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.8
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
-0.8
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.9
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.9
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.9
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.9
411d9597-c785-4de5-b449-29a80d_D2
Normal
-0.9
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
-1.0
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
-1.0
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-1.0
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-1.0
43192517-085e-450e-9481-0a6713_D3
Tumor
-1.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-1.0
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-1.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
-1.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-1.2
4b263734-430f-41dc-a296-8691f0_D3
Tumor
-1.2
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
-1.3
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-1.3
41a04113-2061-4923-bca5-da586c_D2
Normal
-1.3
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
-1.3
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
-1.6
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-1.6
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-1.7
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-1.7
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-1.8
067db520-1b1f-4569-9414-e37a6e_D2
Normal
-2.0
b2400046-1d25-429d-a821-6040a6
Tumor
-2.0
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
-2.0
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-2.2
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-2.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
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
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_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
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
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
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
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
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_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
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
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
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_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
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_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
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
