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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.
SC5D 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
20.2
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
51.7
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
50.3
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
50.0
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
41.5
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
41.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
40.9
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
40.1
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
38.4
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
37.8
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
37.7
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
37.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
36.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
36.2
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
35.6
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
35.6
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
35.2
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
34.9
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
33.9
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
32.5
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
32.5
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
32.0
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
31.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
31.6
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
31.3
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
31.0
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
30.9
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
30.7
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
30.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
30.3
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
30.2
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
29.9
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
29.6
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
29.4
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
29.3
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
29.1
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
28.5
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
28.5
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
28.4
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
28.3
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
28.1
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
28.0
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
27.8
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
27.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
27.6
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
27.4
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
27.2
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
27.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
26.8
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
26.7
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
26.6
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
26.4
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
26.3
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
26.1
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
25.7
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
25.6
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
25.6
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
25.5
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
25.0
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
24.8
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
24.8
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
24.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
24.5
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
24.5
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
24.4
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
24.4
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
24.2
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
24.1
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
24.1
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
24.0
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
24.0
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
23.9
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
23.9
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
23.9
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
23.6
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
23.4
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
23.2
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
23.2
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
23.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
23.0
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
22.9
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
22.9
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
22.8
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
22.8
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
22.8
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
22.8
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
22.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
22.7
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
22.6
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
22.3
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
22.3
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
22.2
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
22.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
22.2
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
22.1
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
21.9
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
21.9
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
21.8
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
21.8
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
21.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
21.6
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
21.6
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
21.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
21.4
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
21.2
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
21.1
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
20.9
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
20.8
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
20.8
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
20.8
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
20.8
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
20.6
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
20.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
20.1
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
20.0
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
19.6
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
19.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
19.5
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
19.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
19.3
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
19.2
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
19.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
19.0
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
19.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
18.9
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
18.8
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
18.8
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
18.8
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
18.7
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
18.7
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
18.7
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
18.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
18.5
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
18.5
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
18.3
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
18.0
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
18.0
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
18.0
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.9
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
17.8
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
17.7
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
17.7
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
17.7
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
17.5
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
17.5
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
17.4
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
17.4
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
17.1
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
17.0
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
16.9
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
16.9
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
16.9
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
16.8
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
16.8
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
16.7
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
16.6
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
16.5
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
16.5
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
16.4
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
16.4
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
16.4
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
16.4
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
16.3
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
16.1
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
16.1
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
16.0
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
16.0
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
16.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
15.9
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
15.8
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
15.7
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
15.7
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
15.5
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
15.4
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
15.4
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
15.4
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
15.3
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
15.3
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
15.3
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
15.3
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
15.1
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
15.0
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
15.0
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
14.9
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
14.8
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
14.8
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
14.8
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
14.5
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
14.5
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
14.3
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
14.1
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
14.1
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
14.0
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
14.0
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
14.0
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
13.9
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
13.8
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
13.6
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
13.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
13.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
13.4
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
13.3
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
13.1
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
13.0
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
13.0
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
12.9
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
12.8
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
12.8
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
12.6
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
12.5
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
12.4
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
12.4
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
12.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
12.3
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
12.2
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
12.2
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
12.2
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
12.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
12.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
12.0
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
11.8
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
11.8
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
11.7
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
11.5
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
11.4
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
11.2
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
11.2
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
11.2
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
11.2
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
11.2
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
11.0
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
10.9
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
10.8
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
10.8
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
10.8
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
10.7
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
10.5
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
10.2
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
10.1
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
10.0
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
10.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
10.0
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
9.7
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
9.6
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
9.4
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
8.4
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
8.3
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
8.3
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
8.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
8.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
8.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
7.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
7.5
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
7.2
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 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.
SC5D 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
25.4
Number of samples
486
Samples
Sample
Description
TPM
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
79.0
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
74.7
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
67.3
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
64.4
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
60.0
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
53.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
53.6
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
51.1
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
50.2
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
49.8
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
49.5
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
48.5
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
48.5
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
47.9
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
46.8
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
46.8
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
46.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
46.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
46.3
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
43.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
43.7
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
43.4
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
43.4
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
43.4
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
43.1
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
42.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
42.3
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
41.3
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
41.0
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
40.7
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
40.2
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
40.1
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
39.9
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
39.6
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
39.5
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
39.1
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
39.0
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
38.9
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
38.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
38.4
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
38.4
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
38.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
38.3
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
38.3
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
38.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
37.9
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
37.9
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
37.8
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
37.4
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
37.2
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
37.2
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
37.1
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
37.1
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
37.0
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
36.9
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
36.9
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
36.8
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
36.8
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
36.7
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
36.6
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
36.4
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
36.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
36.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
36.2
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
36.0
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
35.8
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
35.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
35.5
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
35.4
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
35.4
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
35.3
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
35.2
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
34.7
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
34.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
34.5
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
34.5
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
34.4
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
34.3
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
34.1
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
34.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
34.0
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
34.0
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
33.8
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
33.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
33.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
33.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
33.6
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
33.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
33.5
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
33.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
33.2
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
32.8
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
32.7
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
32.5
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
32.5
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
32.4
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
32.3
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
32.2
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
32.2
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
32.0
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
32.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
31.9
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
31.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
31.8
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
31.7
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
31.7
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
31.6
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
31.6
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
31.2
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
31.2
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
31.2
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
31.0
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
30.8
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
30.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
30.7
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
30.7
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
30.6
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
30.5
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
30.4
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
30.4
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
30.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
30.3
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
30.2
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
30.2
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
30.2
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
30.1
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
30.1
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
30.1
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
29.9
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
29.9
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
29.9
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
29.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
29.7
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
29.7
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
29.6
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
29.6
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
29.5
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
29.5
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
29.3
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
29.3
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
29.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
29.3
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
29.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
29.2
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
29.2
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
29.2
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
29.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.1
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
28.9
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
28.9
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
28.8
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
28.6
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
28.6
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
28.6
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
28.5
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
28.5
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
28.5
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
28.4
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
28.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
28.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
28.2
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
28.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
28.2
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
28.2
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
28.2
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
28.2
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
28.1
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
28.0
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
27.8
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
27.8
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
27.7
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
27.7
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
27.6
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
27.5
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
27.5
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
27.5
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
27.4
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
27.3
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
27.3
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
27.2
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
27.2
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
27.1
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
27.1
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
27.1
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
27.0
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
26.9
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
26.9
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
26.8
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
26.7
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
26.6
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
26.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
26.5
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
26.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
26.4
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
26.4
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
26.4
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
26.3
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
26.3
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
26.2
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
26.2
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
26.2
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
26.1
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
26.1
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
26.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
26.0
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
25.9
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
25.9
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
25.9
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.9
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
25.9
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
25.9
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
25.8
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
25.8
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
25.6
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
25.6
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
25.6
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
25.5
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
25.4
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
25.4
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
25.2
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
25.2
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
25.1
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
25.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.0
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
25.0
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.0
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
25.0
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
24.9
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
24.8
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
24.8
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
24.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
24.7
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
24.6
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
24.6
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
24.5
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
24.5
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
24.5
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
24.4
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
24.3
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
24.2
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
24.2
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
24.2
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
24.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
24.1
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
24.1
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
24.0
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
23.9
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
23.8
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
23.8
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
23.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
23.7
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
23.6
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
23.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
23.4
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
23.4
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
23.4
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
23.4
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
23.3
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
23.3
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
23.2
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
23.2
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
23.2
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
23.2
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
23.2
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
23.1
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
23.0
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
23.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
23.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
22.9
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
22.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
22.7
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
22.7
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
22.6
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
22.6
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
22.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
22.4
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
22.4
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
22.4
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
22.3
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
22.3
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
22.3
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
22.2
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
22.2
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
22.2
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
22.1
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
22.0
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
22.0
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
22.0
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
22.0
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
22.0
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
22.0
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
22.0
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
22.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
21.9
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
21.9
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
21.9
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
21.7
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
21.6
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
21.6
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
21.6
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
21.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
21.5
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
21.4
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
21.3
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
21.3
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
21.2
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
21.2
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
21.2
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
21.1
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.1
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
21.0
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
21.0
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
21.0
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
20.9
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
20.9
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
20.9
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
20.8
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
20.8
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
20.7
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
20.7
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
20.6
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
20.6
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
20.5
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
20.5
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
20.5
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
20.4
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
20.4
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
20.3
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
20.3
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
20.3
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
20.2
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
20.2
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
20.2
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
20.1
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
20.0
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
20.0
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
19.9
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
19.9
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
19.8
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
19.7
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
19.7
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
19.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
19.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
19.6
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
19.6
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
19.6
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
19.5
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
19.5
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
19.4
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
19.4
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
19.3
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
19.3
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
19.3
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
19.3
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
19.2
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
19.1
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
19.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
19.0
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
19.0
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
19.0
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
19.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
18.9
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
18.9
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
18.9
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
18.9
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
18.8
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
18.7
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
18.7
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.7
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
18.6
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
18.6
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
18.5
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
18.4
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
18.4
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
18.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
18.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
18.4
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
18.3
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
18.3
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
18.2
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
18.2
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
18.2
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
18.2
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
18.1
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
18.0
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
18.0
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
18.0
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
17.9
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
17.8
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
17.8
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
17.8
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
17.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.6
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
17.5
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
17.5
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
17.5
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
17.4
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
17.3
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
17.2
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
17.2
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
17.2
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
17.2
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
17.1
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.1
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
17.0
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
17.0
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
16.8
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
16.7
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
16.7
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
16.7
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
16.7
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
16.5
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
16.5
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
16.4
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
16.3
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
16.3
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
16.3
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
16.1
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
16.1
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
16.0
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
15.9
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
15.8
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.8
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
15.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
15.6
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
15.5
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
15.5
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
15.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
15.4
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
15.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
15.2
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.1
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
15.0
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
15.0
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
15.0
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
14.9
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
14.9
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
14.8
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.7
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
14.4
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
14.4
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
14.3
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
14.3
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
14.2
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
14.1
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
14.0
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
13.9
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
13.8
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
13.8
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
13.7
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
13.6
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
13.5
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.4
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
13.1
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
13.0
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
13.0
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
13.0
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
12.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
12.8
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
12.8
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
12.7
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
12.6
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
12.6
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
12.4
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
12.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
12.3
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
11.9
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
11.5
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.4
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
11.1
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
10.9
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
10.7
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
10.5
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
10.4
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
10.4
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
10.2
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
10.2
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
9.7
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.6
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
9.2
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.3
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
7.8
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
7.5
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.
SC5D 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
20.6
Number of samples
88
Samples
Sample
Description
TPM
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
53.2
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
43.5
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
42.2
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
41.9
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
39.4
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
38.7
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
37.9
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
35.7
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
31.9
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
30.6
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
30.4
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
28.3
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
27.7
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
27.4
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
27.4
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
27.3
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
26.9
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
26.6
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
26.5
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
25.8
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
25.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
25.6
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
25.6
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
24.5
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
24.5
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
24.4
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
23.8
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
23.6
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
23.3
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
23.1
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
23.0
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
23.0
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
22.1
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
22.0
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
21.9
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
21.3
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
21.1
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
21.0
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
20.3
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
20.2
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
19.8
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
19.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
19.7
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
19.5
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
19.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
19.3
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
18.9
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
18.4
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
18.3
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
17.7
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
17.5
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
17.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
17.4
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
16.9
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
16.5
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
16.5
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
16.2
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
16.2
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
15.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
15.7
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
15.7
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
15.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
15.5
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
15.3
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
15.2
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
14.9
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
14.8
TCGA-AG-3732-01A
0 years, female, stage:Stage I, alive, 1003 days
14.0
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
13.9
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
13.6
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
13.5
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
13.4
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
13.0
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
13.0
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
12.6
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
12.4
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
12.4
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
12.1
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
11.7
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
11.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
11.4
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
10.7
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
9.1
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
8.8
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
8.1
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
6.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
3.3
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SC5D is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
22.6
Number of samples
207
Samples
Sample
Description
TPM
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
49.3
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
49.2
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
46.0
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
44.8
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
44.3
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
41.9
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
40.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
40.0
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
39.9
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
39.4
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
38.9
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
37.1
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
36.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
36.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
35.6
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
35.5
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
34.8
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
34.6
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
34.5
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
33.9
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
33.7
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
33.4
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
32.7
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
32.4
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
32.2
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
31.7
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
31.3
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
31.1
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
30.9
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
30.5
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
30.2
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
29.9
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
29.9
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
29.8
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
29.8
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
29.7
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
29.6
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
29.4
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
29.2
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
29.2
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
29.0
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
28.6
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
28.6
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
28.6
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
28.5
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
28.5
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
28.5
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
28.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
28.4
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
28.2
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
28.1
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
28.0
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
27.8
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
27.2
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
27.1
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
26.9
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
26.7
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
26.6
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
26.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
26.6
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
26.4
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
26.2
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
26.1
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
26.0
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
26.0
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
25.9
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
25.8
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.6
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
25.5
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
25.5
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
25.3
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
25.2
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
25.2
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
24.9
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
24.9
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
24.8
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
24.7
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
24.5
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
24.5
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
24.4
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
24.3
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
23.9
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
23.6
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
23.4
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
23.2
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
23.2
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
23.2
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
23.2
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
23.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
22.9
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
22.7
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
22.7
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
22.5
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
22.3
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
22.1
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
21.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
21.7
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
21.7
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
21.6
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
21.5
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
21.5
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
21.5
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
21.4
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
21.3
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
21.3
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
21.1
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
21.1
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
21.1
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
20.8
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
20.6
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
20.5
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
20.5
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
20.3
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
20.2
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
19.9
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.9
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
19.8
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
19.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
19.7
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
19.6
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
19.6
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
19.6
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
19.5
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
19.4
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
19.4
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
19.4
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
19.3
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
18.9
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
18.8
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
18.8
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
18.7
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
18.7
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
18.7
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
18.6
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
18.6
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
18.5
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
18.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
18.2
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
18.1
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
18.0
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
18.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.9
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.8
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
17.7
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
17.6
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.6
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
17.4
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
17.4
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.3
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
17.2
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
17.2
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
17.0
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
16.8
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
16.8
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
16.5
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
16.4
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
16.3
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
16.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
16.2
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
16.2
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
16.2
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
16.0
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
15.9
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
15.9
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
15.8
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
15.8
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
15.6
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
15.6
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
15.5
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
15.4
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
14.9
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
14.9
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
14.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
14.7
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
14.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
14.6
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
14.3
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
14.3
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
14.1
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
14.0
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
13.9
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
13.7
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
13.6
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
13.6
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
13.4
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
13.3
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
13.1
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
13.0
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
12.8
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
12.6
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
12.5
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
12.5
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
12.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
12.2
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
12.0
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
11.9
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
11.7
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
11.6
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
11.6
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
11.5
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
11.1
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
10.4
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
9.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
9.4
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
8.1
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
7.1
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
1.2
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
0.7
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.7
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.6
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.6
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.6
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.5
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.5
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.5
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.4
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
0.4
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
43192517-085e-450e-9481-0a6713_D3
Tumor
0.3
3a17283c-a0f4-4514-956b-080d11_D2
Normal
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.2
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.2
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.2
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.2
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
0.2
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
0.2
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
963fc8db-f412-4427-a198-23f660_D2
Normal
0.1
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.1
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.1
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.1
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
0.1
da747cee-5026-4923-af63-ad9f81_D2
Normal
0.1
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
0.1
8cc7e656-0152-4359-8566-0581c3
Tumor
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
0.0
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.0
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
0.0
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
0.0
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
0.0
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
0.0
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
0.0
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
0.0
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
0.0
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.1
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
-0.1
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.1
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
-0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
-0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
-0.1
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.1
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
-0.1
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
-0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
-0.1
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.1
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.1
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
-0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
-0.1
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
-0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.2
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.2
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.2
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.2
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.3
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.3
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
-0.3
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.3
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.3
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
-0.4
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
-0.4
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
-0.4
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
-0.6
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.6
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
-0.7
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-1.0
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
N/A
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
N/A
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
N/A
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
N/A
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
N/A
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
N/A
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
N/A
16ac8458-5200-4302-9ad0-b311df_D2
Normal
N/A
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
N/A
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
N/A
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
N/A
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
N/A
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
e070ff10-058b-4733-93ab-bdd702_D2
Normal
N/A
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
N/A
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
N/A
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
N/A
47d2a435-b203-4438-ae72-53c424_D2
Normal
N/A
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
N/A
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
N/A
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
N/A
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
N/A
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
N/A
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
N/A
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
N/A
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
N/A
b2400046-1d25-429d-a821-6040a6
Tumor
N/A
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
N/A
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
N/A
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
N/A
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
N/A
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
N/A
1c070992-647b-4173-a481-904c4d_D2
Normal
N/A
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
N/A
c307b7b0-534a-45fa-a420-35f773_D2
Normal
N/A
5e886f1c-8165-4232-9591-d80799_D2
Normal
N/A
2666323d-522f-4f0a-823c-ff8866_D2
Normal
N/A
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
N/A
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
N/A
067db520-1b1f-4569-9414-e37a6e_D2
Normal
N/A
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
N/A
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
N/A
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
N/A
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
N/A
3d797911-d476-436f-9cce-33e20c_D8
Tumor
N/A
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
N/A
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
N/A
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
N/A
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
N/A
d80408d6-598d-4411-ab34-eb2545_D2
Normal
N/A
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
N/A
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
N/A
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
N/A
41a04113-2061-4923-bca5-da586c_D2
Normal
N/A
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
N/A
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
N/A
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
N/A
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
N/A
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
N/A
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
N/A
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
N/A
02cde0c0-6840-495b-9b11-007d82_D2
Normal
N/A
974e136f-7020-4a38-b9c1-094df9_D2
Normal
N/A
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
N/A
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
N/A
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
N/A
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
N/A
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
N/A
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
N/A
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
N/A
411d9597-c785-4de5-b449-29a80d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
N/A
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
N/A
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
N/A
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
N/A
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
N/A
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
N/A
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
N/A
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
N/A
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
N/A
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
N/A
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
N/A
4b263734-430f-41dc-a296-8691f0_D3
Tumor
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
a243b765-61ab-4aa6-88e1-226896_D2
Normal
N/A
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
N/A
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
N/A
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
N/A
0f238226-864c-4de0-8c61-01e729_D2
Tumor
N/A
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
N/A
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
N/A
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
N/A
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
N/A
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
N/A
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
N/A
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
bda3787a-1397-4716-bb17-4992a8_D2
Normal
N/A
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
N/A
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
N/A
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
N/A
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
N/A
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
N/A
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
N/A
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
N/A
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
N/A
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
N/A
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
N/A
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
